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a/projects/.gitignore b/projects/.gitignore deleted file mode 100644 index d1fc2b1..0000000 --- a/projects/.gitignore +++ /dev/null @@ -1,10 +0,0 @@ -.DS_Store -.ipynb_checkpoints -__pycache__ -.vscode -test.py -pseudocodes.aux -pseudocodes.log -pseudocodes.synctex.gz -pseudocodes.out -pseudocodes.toc \ No newline at end of file diff --git a/projects/LICENSE b/projects/LICENSE deleted file mode 100644 index 673d927..0000000 --- a/projects/LICENSE +++ /dev/null @@ -1,21 +0,0 @@ -MIT License - -Copyright (c) 2020 John Jim - -Permission is hereby granted, free of charge, to any person obtaining a copy -of this software and associated documentation files (the "Software"), to deal -in the Software without restriction, including without limitation the rights -to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -copies of the Software, and to permit persons to whom the Software is -furnished to do so, subject to the following conditions: - -The above copyright notice and this permission notice shall be included in all -copies or substantial portions of the Software. - -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE -SOFTWARE. diff --git a/projects/README.md b/projects/README.md deleted file mode 100644 index bb6196a..0000000 --- a/projects/README.md +++ /dev/null @@ -1,115 +0,0 @@ -## 0. 写在前面 - -本项目用于学习RL基础算法,主要面向对象为RL初学者、需要结合RL的非专业学习者,尽量做到: **注释详细**,**结构清晰**。 - -注意本项目为实战内容,建议首先掌握相关算法的一些理论基础,再来享用本项目,理论教程参考本人参与编写的[蘑菇书](https://github.com/datawhalechina/easy-rl)。 - -未来开发计划包括但不限于:多智能体算法、强化学习Python包以及强化学习图形化编程平台等等。 - -## 1. 项目说明 - -项目内容主要包含以下几个部分: -* [Jupyter Notebook](./notebooks/):使用Notebook写的算法,有比较详细的实战引导,推荐新手食用 -* [codes](./codes/):这些是基于Python脚本写的算法,风格比较接近实际项目的写法,推荐有一定代码基础的人阅读,下面会说明其具体的一些架构 -* [附件](./assets/):目前包含强化学习各算法的中文伪代码 - - -[codes](./assets/)结构主要分为以下几个脚本: -* ```[algorithm_name].py```:即保存算法的脚本,例如```dqn.py```,每种算法都会有一定的基础模块,例如```Replay Buffer```、```MLP```(多层感知机)等等; -* ```task.py```: 即保存任务的脚本,基本包括基于```argparse```模块的参数,训练以及测试函数等等,其中训练函数即```train```遵循伪代码而设计,想读懂代码可从该函数入手; -* ```utils.py```:该脚本用于保存诸如存储结果以及画图的软件,在实际项目或研究中,推荐大家使用```Tensorboard```来保存结果,然后使用诸如```matplotlib```以及```seabron```来进一步画图。 -## 2. 算法列表 - -注:点击对应的名称会跳到[codes](./codes/)下对应的算法中,其他版本还请读者自行翻阅 - -| 算法名称 | 参考文献 | 作者 | 备注 | -| :-------------------------------------: | :----------------------------------------------------------: | :--------------------------------------------------: | :--: | -| [Policy Gradient](codes/PolicyGradient) | [Policy Gradient paper](https://proceedings.neurips.cc/paper/1999/file/464d828b85b0bed98e80ade0a5c43b0f-Paper.pdf) | [johnjim0816](https://github.com/johnjim0816) | | -| [Monte Carlo](codes/MonteCarlo) | | [johnjim0816](https://github.com/johnjim0816) | | -| [DQN](codes/DQN) | | [johnjim0816](https://github.com/johnjim0816) | | -| DQN-CNN | | | 待更 | -| [PER_DQN](codes/PER_DQN) | [PER DQN Paper](https://arxiv.org/abs/1511.05952) | [wangzhongren](https://github.com/wangzhongren-code) | | -| [DoubleDQN](codes/DoubleDQN) | [Double DQN Paper](https://arxiv.org/abs/1509.06461) | [johnjim0816](https://github.com/johnjim0816) | | -| [SoftQ](codes/SoftQ) | [Soft Q-learning paper](https://arxiv.org/abs/1702.08165) | [johnjim0816](https://github.com/johnjim0816) | | -| [SAC](codes/SAC) | [SAC paper](https://arxiv.org/pdf/1812.05905.pdf) | | | -| [SAC-Discrete](codes/SAC) | [SAC-Discrete paper](https://arxiv.org/pdf/1910.07207.pdf) | | | -| SAC-S | [SAC-S paper](https://arxiv.org/abs/1801.01290) | | | -| DSAC | [DSAC paper](https://paperswithcode.com/paper/addressing-value-estimation-errors-in) | | 待更 | - -## 3. 算法环境 - -算法环境说明请跳转[env](./codes/envs/README.md) - -## 4. 运行环境 - -主要依赖:Python 3.7、PyTorch 1.10.0、Gym 0.25.2。 - -### 4.1. 创建Conda环境 -```bash -conda create -n easyrl python=3.7 -conda activate easyrl # 激活环境 -``` -### 4.2. 安装Torch - -安装CPU版本: -```bash -conda install pytorch==1.10.0 torchvision==0.11.0 torchaudio==0.10.0 cpuonly -c pytorch -``` -安装CUDA版本: -```bash -conda install pytorch==1.10.0 torchvision==0.11.0 torchaudio==0.10.0 cudatoolkit=11.3 -c pytorch -c conda-forge -``` -如果安装Torch需要镜像加速的话,点击[清华镜像链接](https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch/),选择对应的操作系统,如```win-64```,然后复制链接,执行: -```bash -conda install pytorch==1.10.0 torchvision==0.11.0 torchaudio==0.10.0 cudatoolkit=11.3 -c https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch/win-64/ -``` -也可以使用PiP镜像安装(仅限CUDA版本): -```bash -pip install torch==1.10.0+cu113 torchvision==0.11.0+cu113 torchaudio==0.10.0 --extra-index-url https://download.pytorch.org/whl/cu113 -``` -### 4.3. 检验CUDA版本Torch安装 - -CPU版本Torch请忽略此步,执行如下Python脚本,如果返回True说明CUDA版本安装成功: -```python -import torch -print(torch.cuda.is_available()) -``` -### 4.4. 安装Gym - -```bash -pip install gym==0.25.2 -``` -如需安装Atari环境,则需另外安装 - -```bash -pip install gym[atari,accept-rom-license]==0.25.2 -``` - -### 4.5. 安装其他依赖 - -项目根目录下执行: -```bash -pip install -r requirements.txt -``` - -## 6.使用说明 - -对于[codes](./codes/),`cd`到对应的算法目录下,例如`DQN`: - -```bash -python task_0.py -``` - -或者加载配置文件: - -```bash -python task0.py --yaml configs/CartPole-v1_DQN_Train.yaml -``` - -对于[Jupyter Notebook](./notebooks/): - -* 直接运行对应的ipynb文件就行 - -## 6. 友情说明 - -推荐使用VS Code做项目,入门可参考[VSCode上手指南](https://blog.csdn.net/JohnJim0/article/details/126366454) \ No newline at end of file diff --git a/projects/assets/pseudocodes/pseudocodes.pdf b/projects/assets/pseudocodes/pseudocodes.pdf deleted file mode 100644 index 5232181feeab58e1b9039707a57277da74c448bd..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 171765 zcma&NLvXKsv;7_0wrxAvv2E`-`Ng(v+qP}nHg;?~*-75}RQ(6fd7m@5tFFN{?CQa% z*Xmwhaz#;bdS(W881kdL>o*u?CL$&xJ0nXNK0ZcqfVH!!Bcr&rp|h!|sj;1jDWj~Z zt+}%W5i<+3fB=k>v!kh@4UGGy>2wzih!9-J{%#o;qk*iv87FJKCY1I%^io6!<`tdy z&*;@ARATbp`+ca;Biw-Z$XAHo*ogsCO6kme9+qyQT6K;x={(`7lwGmD#Gd{KGq+zy zS=sEq*hRnC^(W_bJ&C^fY^pjr3%;1_d*18<;2C&Xj_eG^)Yjzx)$q^X{}j!_{BNpf 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b/projects/assets/pseudocodes/pseudocodes.tex deleted file mode 100644 index 0033ae8..0000000 --- a/projects/assets/pseudocodes/pseudocodes.tex +++ /dev/null @@ -1,359 +0,0 @@ -\documentclass[11pt]{ctexart} -\usepackage{ctex} -\usepackage{algorithm} -\usepackage{algorithmic} -\usepackage{amssymb} -\usepackage{amsmath} -\usepackage{hyperref} -% \usepackage[hidelinks]{hyperref} 去除超链接的红色框 -\usepackage{setspace} -\usepackage{titlesec} -\usepackage{float} % 调用该包能够使用[H] -% \pagestyle{plain} % 去除页眉,但是保留页脚编号,都去掉plain换empty - -% 更改脚注为圆圈 -\usepackage{pifont} -\makeatletter -\newcommand*{\circnum}[1]{% - \expandafter\@circnum\csname c@#1\endcsname -} -\newcommand*{\@circnum}[1]{% - \ifnum#1<1 % - \@ctrerr - \else - \ifnum#1>20 % - \@ctrerr - \else - \ding{\the\numexpr 171+(#1)\relax}% - \fi - \fi -} -\makeatother - -\renewcommand*{\thefootnote}{\circnum{footnote}} - -\begin{document} -\tableofcontents % 目录,注意要运行两下或者vscode保存两下才能显示 -% \singlespacing -\clearpage -\section{模版备用} -\begin{algorithm}[H] % [H]固定位置 - \floatname{algorithm}{{算法}\footnotemark[1]} - \renewcommand{\thealgorithm}{} % 去掉算法标号 - \caption{} - \begin{algorithmic}[1] % [1]显示步数 - \STATE 测试 - \end{algorithmic} -\end{algorithm} -\footnotetext[1]{脚注} -\clearpage -\section{Q learning算法} -\begin{algorithm}[H] % [H]固定位置 - \floatname{algorithm}{{Q-learning算法}\footnotemark[1]} - \renewcommand{\thealgorithm}{} % 去掉算法标号 - \caption{} - \begin{algorithmic}[1] % [1]显示步数 - \STATE 初始化Q表$Q(s,a)$为任意值,但其中$Q(s_{terminal},)=0$,即终止状态对应的Q值为0 - \FOR {回合数 = $1,M$} - \STATE 重置环境,获得初始状态$s_1$ - \FOR {时步 = $1,T$} - \STATE 根据$\varepsilon-greedy$策略采样动作$a_t$ - \STATE 环境根据$a_t$反馈奖励$r_t$和下一个状态$s_{t+1}$ - \STATE {\bfseries 更新策略:} - \STATE $Q(s_t,a_t) \leftarrow Q(s_t,a_t)+\alpha[r_t+\gamma\max _{a}Q(s_{t+1},a)-Q(s_t,a_t)]$ - \STATE 更新状态$s_{t+1} \leftarrow s_t$ - \ENDFOR - \ENDFOR - \end{algorithmic} -\end{algorithm} -\footnotetext[1]{Reinforcement Learning: An Introduction} -\clearpage -\section{Sarsa算法} -\begin{algorithm}[H] % [H]固定位置 - \floatname{algorithm}{{Sarsa算法}\footnotemark[1]} - \renewcommand{\thealgorithm}{} % 去掉算法标号 - \caption{} - \begin{algorithmic}[1] % [1]显示步数 - \STATE 初始化Q表$Q(s,a)$为任意值,但其中$Q(s_{terminal},)=0$,即终止状态对应的Q值为0 - \FOR {回合数 = $1,M$} - \STATE 重置环境,获得初始状态$s_1$ - \STATE 根据$\varepsilon-greedy$策略采样初始动作$a_1$ - \FOR {时步 = $1,t$} - \STATE 环境根据$a_t$反馈奖励$r_t$和下一个状态$s_{t+1}$ - \STATE 根据$\varepsilon-greedy$策略$s_{t+1}$和采样动作$a_{t+1}$ - \STATE {\bfseries 更新策略:} - \STATE $Q(s_t,a_t) \leftarrow Q(s_t,a_t)+\alpha[r_t+\gamma Q(s_{t+1},a_{t+1})-Q(s_t,a_t)]$ - \STATE 更新状态$s_{t+1} \leftarrow s_t$ - \STATE 更新动作$a_{t+1} \leftarrow a_t$ - \ENDFOR - \ENDFOR - \end{algorithmic} -\end{algorithm} -\footnotetext[1]{Reinforcement Learning: An Introduction} -\clearpage - -\section{DQN算法} -\begin{algorithm}[H] % [H]固定位置 - \floatname{algorithm}{{DQN算法}\footnotemark[1]} - \renewcommand{\thealgorithm}{} % 去掉算法标号 - \caption{} - \renewcommand{\algorithmicrequire}{\textbf{输入:}} - \renewcommand{\algorithmicensure}{\textbf{输出:}} - \begin{algorithmic}[1] - % \REQUIRE $n \geq 0 \vee x \neq 0$ % 输入 - % \ENSURE $y = x^n$ % 输出 - \STATE 初始化策略网络参数$\theta$ % 初始化 - \STATE 复制参数到目标网络$\hat{Q} \leftarrow Q$ - \STATE 初始化经验回放$D$ - \FOR {回合数 = $1,M$} - \STATE 重置环境,获得初始状态$s_t$ - \FOR {时步 = $1,t$} - \STATE 根据$\varepsilon-greedy$策略采样动作$a_t$ - \STATE 环境根据$a_t$反馈奖励$r_t$和下一个状态$s_{t+1}$ - \STATE 存储transition即$(s_t,a_t,r_t,s_{t+1})$到经验回放$D$中 - \STATE 更新环境状态$s_{t+1} \leftarrow s_t$ - \STATE {\bfseries 更新策略:} - \STATE 从$D$中采样一个batch的transition - \STATE 计算实际的$Q$值,即$y_{j}$\footnotemark[2] - \STATE 对损失 $L(\theta)=\left(y_{i}-Q\left(s_{i}, a_{i} ; \theta\right)\right)^{2}$关于参数$\theta$做随机梯度下降\footnotemark[3] - \ENDFOR - \STATE 每$C$个回合复制参数$\hat{Q}\leftarrow Q$\footnotemark[4]] - \ENDFOR - \end{algorithmic} -\end{algorithm} -\footnotetext[1]{Playing Atari with Deep Reinforcement Learning} -\footnotetext[2]{$y_{i}= \begin{cases}r_{i} & \text {对于终止状态} s_{i+1} \\ r_{i}+\gamma \max _{a^{\prime}} Q\left(s_{i+1}, a^{\prime} ; \theta\right) & \text {对于非终止状态} s_{i+1}\end{cases}$} -\footnotetext[3]{$\theta_i \leftarrow \theta_i - \lambda \nabla_{\theta_{i}} L_{i}\left(\theta_{i}\right)$} -\footnotetext[4]{此处也可像原论文中放到小循环中改成每$C$步,但没有每$C$个回合稳定} -\clearpage - - -\section{PER\_DQN算法} -\begin{algorithm}[H] % [H]固定位置 - \floatname{algorithm}{{PER\_DQN算法}\footnotemark[1]} - \renewcommand{\thealgorithm}{} % 去掉算法标号 - \caption{} - \renewcommand{\algorithmicrequire}{\textbf{输入:}} - \renewcommand{\algorithmicensure}{\textbf{输出:}} - \begin{algorithmic}[1] - % \REQUIRE $n \geq 0 \vee x \neq 0$ % 输入 - % \ENSURE $y = x^n$ % 输出 - \STATE 初始化策略网络参数$\theta$ % 初始化 - \STATE 复制参数到目标网络$\hat{Q} \leftarrow Q$ - \STATE 初始化经验回放$D$ - \FOR {回合数 = $1,M$} - \STATE 重置环境,获得初始状态$s_t$ - \FOR {时步 = $1,t$} - \STATE 根据$\varepsilon-greedy$策略采样动作$a_t$ - \STATE 环境根据$a_t$反馈奖励$r_t$和下一个状态$s_{t+1}$ - \STATE 存储transition即$(s_t,a_t,r_t,s_{t+1})$到经验回放$D$,并根据TD-error损失确定其优先级$p_t$ - \STATE 更新环境状态$s_{t+1} \leftarrow s_t$ - \STATE {\bfseries 更新策略:} - \STATE 按照经验回放中的优先级别,每个样本采样概率为$P(j)=p_j^\alpha / \sum_i p_i^\alpha$,从$D$中采样一个大小为batch的transition - \STATE 计算各个样本重要性采样权重 $w_j=(N \cdot P(j))^{-\beta} / \max _i w_i$ - \STATE 计算TD-error $\delta_j$ ; 并根据TD-error更新优先级$p_j$ - \STATE 计算实际的$Q$值,即$y_{j}$\footnotemark[2] - \STATE 根据重要性采样权重调整损失 $L(\theta)=\left(y_{j}-Q\left(s_{j}, a_{j} ; \theta\right)\cdot w_j \right)^{2}$,并将其关于参数$\theta$做随机梯度下降\footnotemark[3] - \ENDFOR - \STATE 每$C$个回合复制参数$\hat{Q}\leftarrow Q$\footnotemark[4]] - \ENDFOR - \end{algorithmic} -\end{algorithm} -\footnotetext[1]{Playing Atari with Deep Reinforcement Learning} -\footnotetext[2]{$y_{i}= \begin{cases}r_{i} & \text {对于终止状态} s_{i+1} \\ r_{i}+\gamma \max _{a^{\prime}} Q\left(s_{i+1}, a^{\prime} ; \theta\right) & \text {对于非终止状态} s_{i+1}\end{cases}$} -\footnotetext[3]{$\theta_i \leftarrow \theta_i - \lambda \nabla_{\theta_{i}} L_{i}\left(\theta_{i}\right)$} -\footnotetext[4]{此处也可像原论文中放到小循环中改成每$C$步,但没有每$C$个回合稳定} -\clearpage - - -\section{Policy Gradient算法} -\begin{algorithm}[H] % [H]固定位置 - \floatname{algorithm}{{REINFORCE算法:Monte-Carlo Policy Gradient}\footnotemark[1]} - \renewcommand{\thealgorithm}{} % 去掉算法标号 - \caption{} - \begin{algorithmic}[1] % [1]显示步数 - \STATE 初始化策略参数$\boldsymbol{\theta} \in \mathbb{R}^{d^{\prime}}($ e.g., to $\mathbf{0})$ - \FOR {回合数 = $1,M$} - \STATE 根据策略$\pi(\cdot \mid \cdot, \boldsymbol{\theta})$采样一个(或几个)回合的transition - \FOR {时步 = $0,1,2,...,T-1$} - \STATE 计算回报$G \leftarrow \sum_{k=t+1}^{T} \gamma^{k-t-1} R_{k}$ - \STATE 更新策略$\boldsymbol{\theta} \leftarrow {\boldsymbol{\theta}+\alpha \gamma^{t}} G \nabla \ln \pi\left(A_{t} \mid S_{t}, \boldsymbol{\theta}\right)$ - \ENDFOR - \ENDFOR - \end{algorithmic} -\end{algorithm} -\footnotetext[1]{Reinforcement Learning: An Introduction} -\clearpage -\section{Advantage Actor Critic算法} -\begin{algorithm}[H] % [H]固定位置 - \floatname{algorithm}{{Q Actor Critic算法}} - \renewcommand{\thealgorithm}{} % 去掉算法标号 - \caption{} - \begin{algorithmic}[1] % [1]显示步数 - \STATE 初始化Actor参数$\theta$和Critic参数$w$ - \FOR {回合数 = $1,M$} - \STATE 根据策略$\pi_{\theta}(a|s)$采样一个(或几个)回合的transition - \STATE {\bfseries 更新Critic参数\footnotemark[1]} - \FOR {时步 = $t+1,1$} - \STATE 计算Advantage,即$ \delta_t = r_t + \gamma Q_w(s_{t+1},a_{t+1})-Q_w(s_t,a_t)$ - \STATE $w \leftarrow w+\alpha_{w} \delta_{t} \nabla_{w} Q_w(s_t,a_t)$ - \STATE $a_t \leftarrow a_{t+1}$,$s_t \leftarrow s_{t+1}$ - \ENDFOR - \STATE 更新Actor参数$\theta \leftarrow \theta+\alpha_{\theta} Q_{w}(s, a) \nabla_{\theta} \log \pi_{\theta}(a \mid s)$ - \ENDFOR - \end{algorithmic} -\end{algorithm} -\footnotetext[1]{这里结合TD error的特性按照从$t+1$到$1$计算法Advantage更方便} - -\clearpage - -\section{PPO-Clip算法} -\begin{algorithm}[H] % [H]固定位置 - \floatname{algorithm}{{PPO-Clip算法}\footnotemark[1]\footnotemark[2]} - \renewcommand{\thealgorithm}{} % 去掉算法标号 - \caption{} - \begin{algorithmic}[1] % [1]显示步数 - \STATE 初始化策略网络(Actor)参数$\theta$和价值网络(Critic)参数$\phi$ - \STATE 初始化Clip参数$\epsilon$ - \STATE 初始化epoch数量$K$ - \STATE 初始化经验回放$D$ - \STATE 初始化总时步数$c=0$ - \FOR {回合数 = $1,2,\cdots,M$} - \STATE 重置环境,获得初始状态$s_0$ - \FOR {时步 $t = 1,2,\cdots,T$} - \STATE 计数总时步$c \leftarrow c+1$ - \STATE 根据策略$\pi_{\theta}$选择$a_t$ - \STATE 环境根据$a_t$反馈奖励$r_t$和下一个状态$s_{t+1}$ - \STATE 存储$(s_t,a_t,r_t,s_{t+1})$到经验回放$D$中 - \IF{$c$被$C$整除\footnotemark[3]} - \FOR {$k= 1,2,\cdots,K$} - \STATE 测试 - \ENDFOR - \STATE 清空经验回放$D$ - \ENDIF - \ENDFOR - \ENDFOR - \end{algorithmic} -\end{algorithm} -\footnotetext[1]{Proximal Policy Optimization Algorithms} -\footnotetext[2]{https://spinningup.openai.com/en/latest/algorithms/ppo.html} -\footnotetext[3]{\bfseries 即每$C$个时步更新策略} -\clearpage -\section{DDPG算法} -\begin{algorithm}[H] % [H]固定位置 - \floatname{algorithm}{{DDPG算法}\footnotemark[1]} - \renewcommand{\thealgorithm}{} % 去掉算法标号 - \caption{} - \begin{algorithmic}[1] % [1]显示步数 - \STATE 初始化critic网络$Q\left(s, a \mid \theta^Q\right)$和actor网络$\mu(s|\theta^{\mu})$的参数$\theta^Q$和$\theta^{\mu}$ - \STATE 初始化对应的目标网络参数,即$\theta^{Q^{\prime}} \leftarrow \theta^Q, \theta^{\mu^{\prime}} \leftarrow \theta^\mu$ - \STATE 初始化经验回放$R$ - \FOR {回合数 = $1,M$} - \STATE 选择动作$a_t=\mu\left(s_t \mid \theta^\mu\right)+\mathcal{N}_t$,$\mathcal{N}_t$为探索噪声 - \STATE 环境根据$a_t$反馈奖励$s_t$和下一个状态$s_{t+1}$ - \STATE 存储transition$(s_t,a_t,r_t,s_{t+1})$到经验回放$R$中 - \STATE 更新环境状态$s_{t+1} \leftarrow s_t$ - \STATE {\bfseries 更新策略:} - \STATE 从$R$中取出一个随机批量的$(s_i,a_i,r_i,s_{i+1})$ - \STATE 求得$y_i=r_i+\gamma Q^{\prime}\left(s_{i+1}, \mu^{\prime}\left(s_{i+1} \mid \theta^{\mu^{\prime}}\right) \mid \theta^{Q^{\prime}}\right)$ - \STATE 更新critic参数,其损失为:$L=\frac{1}{N} \sum_i\left(y_i-Q\left(s_i, a_i \mid \theta^Q\right)\right)^2$ - \STATE 更新actor参数:$\left.\left.\nabla_{\theta^\mu} J \approx \frac{1}{N} \sum_i \nabla_a Q\left(s, a \mid \theta^Q\right)\right|_{s=s_i, a=\mu\left(s_i\right)} \nabla_{\theta^\mu} \mu\left(s \mid \theta^\mu\right)\right|_{s_i}$ - \STATE 软更新目标网络:$\theta^{Q^{\prime}} \leftarrow \tau \theta^Q+(1-\tau) \theta^{Q^{\prime}}$, - $\theta^{\mu^{\prime}} \leftarrow \tau \theta^\mu+(1-\tau) \theta^{\mu^{\prime}}$ - \ENDFOR - \end{algorithmic} -\end{algorithm} -\footnotetext[1]{Continuous control with deep reinforcement learning} -\clearpage -\section{SoftQ算法} -\begin{algorithm}[H] - \floatname{algorithm}{{SoftQ算法}} - \renewcommand{\thealgorithm}{} % 去掉算法标号 - \caption{} - \begin{algorithmic}[1] - \STATE 初始化参数$\theta$和$\phi$% 初始化 - \STATE 复制参数$\bar{\theta} \leftarrow \theta, \bar{\phi} \leftarrow \phi$ - \STATE 初始化经验回放$D$ - \FOR {回合数 = $1,M$} - \FOR {时步 = $1,t$} - \STATE 根据$\mathbf{a}_{t} \leftarrow f^{\phi}\left(\xi ; \mathbf{s}_{t}\right)$采样动作,其中$\xi \sim \mathcal{N}(\mathbf{0}, \boldsymbol{I})$ - \STATE 环境根据$a_t$反馈奖励$s_t$和下一个状态$s_{t+1}$ - \STATE 存储transition即$(s_t,a_t,r_t,s_{t+1})$到经验回放$D$中 - \STATE 更新环境状态$s_{t+1} \leftarrow s_t$ - \STATE {\bfseries 更新soft Q函数参数:} - \STATE 对于每个$s^{(i)}_{t+1}$采样$\left\{\mathbf{a}^{(i, j)}\right\}_{j=0}^{M} \sim q_{\mathbf{a}^{\prime}}$ - \STATE 计算empirical soft values $V_{\mathrm{soft}}^{\theta}\left(\mathbf{s}_{t}\right)$\footnotemark[1] - \STATE 计算empirical gradient $J_{Q}(\theta)$\footnotemark[2] - \STATE 根据$J_{Q}(\theta)$使用ADAM更新参数$\theta$ - \STATE {\bfseries 更新策略:} - \STATE 对于每个$s^{(i)}_{t}$采样$\left\{\xi^{(i, j)}\right\}_{j=0}^{M} \sim \mathcal{N}(\mathbf{0}, \boldsymbol{I})$ - \STATE 计算$\mathbf{a}_{t}^{(i, j)}=f^{\phi}\left(\xi^{(i, j)}, \mathbf{s}_{t}^{(i)}\right)$ - \STATE 使用经验估计计算$\Delta f^{\phi}\left(\cdot ; \mathbf{s}_{t}\right)$\footnotemark[3] - \STATE 计算经验估计$\frac{\partial J_{\pi}\left(\phi ; \mathbf{s}_{t}\right)}{\partial \phi} \propto \mathbb{E}_{\xi}\left[\Delta f^{\phi}\left(\xi ; \mathbf{s}_{t}\right) \frac{\partial f^{\phi}\left(\xi ; \mathbf{s}_{t}\right)}{\partial \phi}\right]$,即$\hat{\nabla}_{\phi} J_{\pi}$ - \STATE 根据$\hat{\nabla}_{\phi} J_{\pi}$使用ADAM更新参数$\phi$ - \STATE - \ENDFOR - \STATE 每$C$个回合复制参数$\bar{\theta} \leftarrow \theta, \bar{\phi} \leftarrow \phi$ - \ENDFOR - \end{algorithmic} -\end{algorithm} -\footnotetext[1]{$V_{\mathrm{soft}}^{\theta}\left(\mathbf{s}_{t}\right)=\alpha \log \mathbb{E}_{q_{\mathbf{a}^{\prime}}}\left[\frac{\exp \left(\frac{1}{\alpha} Q_{\mathrm{soft}}^{\theta}\left(\mathbf{s}_{t}, \mathbf{a}^{\prime}\right)\right)}{q_{\mathbf{a}^{\prime}}\left(\mathbf{a}^{\prime}\right)}\right]$} -\footnotetext[2]{$J_{Q}(\theta)=\mathbb{E}_{\mathbf{s}_{t} \sim q_{\mathbf{s}_{t}}, \mathbf{a}_{t} \sim q_{\mathbf{a}_{t}}}\left[\frac{1}{2}\left(\hat{Q}_{\mathrm{soft}}^{\bar{\theta}}\left(\mathbf{s}_{t}, \mathbf{a}_{t}\right)-Q_{\mathrm{soft}}^{\theta}\left(\mathbf{s}_{t}, \mathbf{a}_{t}\right)\right)^{2}\right]$} -\footnotetext[3]{$\begin{aligned} \Delta f^{\phi}\left(\cdot ; \mathbf{s}_{t}\right)=& \mathbb{E}_{\mathbf{a}_{t} \sim \pi^{\phi}}\left[\left.\kappa\left(\mathbf{a}_{t}, f^{\phi}\left(\cdot ; \mathbf{s}_{t}\right)\right) \nabla_{\mathbf{a}^{\prime}} Q_{\mathrm{soft}}^{\theta}\left(\mathbf{s}_{t}, \mathbf{a}^{\prime}\right)\right|_{\mathbf{a}^{\prime}=\mathbf{a}_{t}}\right.\\ &\left.+\left.\alpha \nabla_{\mathbf{a}^{\prime}} \kappa\left(\mathbf{a}^{\prime}, f^{\phi}\left(\cdot ; \mathbf{s}_{t}\right)\right)\right|_{\mathbf{a}^{\prime}=\mathbf{a}_{t}}\right] \end{aligned}$} -\clearpage -\section{SAC-S算法} -\begin{algorithm}[H] % [H]固定位置 - \floatname{algorithm}{{SAC-S算法}\footnotemark[1]} - \renewcommand{\thealgorithm}{} % 去掉算法标号 - \caption{} - \begin{algorithmic}[1] % [1]显示步数 - \STATE 初始化参数$\psi, \bar{\psi}, \theta, \phi$ - \FOR {回合数 = $1,M$} - \FOR {时步 = $1,t$} - \STATE 根据$\boldsymbol{a}_{t} \sim \pi_{\phi}\left(\boldsymbol{a}_{t} \mid \mathbf{s}_{t}\right)$采样动作$a_t$ - \STATE 环境反馈奖励和下一个状态,$\mathbf{s}_{t+1} \sim p\left(\mathbf{s}_{t+1} \mid \mathbf{s}_{t}, \mathbf{a}_{t}\right)$ - \STATE 存储transition到经验回放中,$\mathcal{D} \leftarrow \mathcal{D} \cup\left\{\left(\mathbf{s}_{t}, \mathbf{a}_{t}, r\left(\mathbf{s}_{t}, \mathbf{a}_{t}\right), \mathbf{s}_{t+1}\right)\right\}$ - \STATE 更新环境状态$s_{t+1} \leftarrow s_t$ - \STATE {\bfseries 更新策略:} - \STATE $\psi \leftarrow \psi-\lambda_{V} \hat{\nabla}_{\psi} J_{V}(\psi)$ - \STATE $\theta_{i} \leftarrow \theta_{i}-\lambda_{Q} \hat{\nabla}_{\theta_{i}} J_{Q}\left(\theta_{i}\right)$ for $i \in\{1,2\}$ - \STATE $\phi \leftarrow \phi-\lambda_{\pi} \hat{\nabla}_{\phi} J_{\pi}(\phi)$ - \STATE $\bar{\psi} \leftarrow \tau \psi+(1-\tau) \bar{\psi}$ - \ENDFOR - \ENDFOR - \end{algorithmic} -\end{algorithm} -\footnotetext[1]{Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor} -\clearpage -\section{SAC算法} -\begin{algorithm}[H] % [H]固定位置 - \floatname{algorithm}{{SAC算法}\footnotemark[1]} - \renewcommand{\thealgorithm}{} % 去掉算法标号 - \caption{} - \begin{algorithmic}[1] - \STATE 初始化网络参数$\theta_1,\theta_2$以及$\phi$ % 初始化 - \STATE 复制参数到目标网络$\bar{\theta_1} \leftarrow \theta_1,\bar{\theta_2} \leftarrow \theta_2,$ - \STATE 初始化经验回放$D$ - \FOR {回合数 = $1,M$} - \STATE 重置环境,获得初始状态$s_t$ - \FOR {时步 = $1,t$} - \STATE 根据$\boldsymbol{a}_{t} \sim \pi_{\phi}\left(\boldsymbol{a}_{t} \mid \mathbf{s}_{t}\right)$采样动作$a_t$ - \STATE 环境反馈奖励和下一个状态,$\mathbf{s}_{t+1} \sim p\left(\mathbf{s}_{t+1} \mid \mathbf{s}_{t}, \mathbf{a}_{t}\right)$ - \STATE 存储transition到经验回放中,$\mathcal{D} \leftarrow \mathcal{D} \cup\left\{\left(\mathbf{s}_{t}, \mathbf{a}_{t}, r\left(\mathbf{s}_{t}, \mathbf{a}_{t}\right), \mathbf{s}_{t+1}\right)\right\}$ - \STATE 更新环境状态$s_{t+1} \leftarrow s_t$ - \STATE {\bfseries 更新策略:} - \STATE 更新$Q$函数,$\theta_{i} \leftarrow \theta_{i}-\lambda_{Q} \hat{\nabla}_{\theta_{i}} J_{Q}\left(\theta_{i}\right)$ for $i \in\{1,2\}$\footnotemark[2]\footnotemark[3] - \STATE 更新策略权重,$\phi \leftarrow \phi-\lambda_{\pi} \hat{\nabla}_{\phi} J_{\pi}(\phi)$ \footnotemark[4] - \STATE 调整temperature,$\alpha \leftarrow \alpha-\lambda \hat{\nabla}_{\alpha} J(\alpha)$ \footnotemark[5] - \STATE 更新目标网络权重,$\bar{\theta}_{i} \leftarrow \tau \theta_{i}+(1-\tau) \bar{\theta}_{i}$ for $i \in\{1,2\}$ - \ENDFOR - \ENDFOR - \end{algorithmic} -\end{algorithm} -\footnotetext[2]{Soft Actor-Critic Algorithms and Applications} -\footnotetext[2]{$J_{Q}(\theta)=\mathbb{E}_{\left(\mathbf{s}_{t}, \mathbf{a}_{t}\right) \sim \mathcal{D}}\left[\frac{1}{2}\left(Q_{\theta}\left(\mathbf{s}_{t}, \mathbf{a}_{t}\right)-\left(r\left(\mathbf{s}_{t}, \mathbf{a}_{t}\right)+\gamma \mathbb{E}_{\mathbf{s}_{t+1} \sim p}\left[V_{\bar{\theta}}\left(\mathbf{s}_{t+1}\right)\right]\right)\right)^{2}\right]$} -\footnotetext[3]{$\hat{\nabla}_{\theta} J_{Q}(\theta)=\nabla_{\theta} Q_{\theta}\left(\mathbf{a}_{t}, \mathbf{s}_{t}\right)\left(Q_{\theta}\left(\mathbf{s}_{t}, \mathbf{a}_{t}\right)-\left(r\left(\mathbf{s}_{t}, \mathbf{a}_{t}\right)+\gamma\left(Q_{\bar{\theta}}\left(\mathbf{s}_{t+1}, \mathbf{a}_{t+1}\right)-\alpha \log \left(\pi_{\phi}\left(\mathbf{a}_{t+1} \mid \mathbf{s}_{t+1}\right)\right)\right)\right)\right.$} -\footnotetext[4]{$\hat{\nabla}_{\phi} J_{\pi}(\phi)=\nabla_{\phi} \alpha \log \left(\pi_{\phi}\left(\mathbf{a}_{t} \mid \mathbf{s}_{t}\right)\right)+\left(\nabla_{\mathbf{a}_{t}} \alpha \log \left(\pi_{\phi}\left(\mathbf{a}_{t} \mid \mathbf{s}_{t}\right)\right)-\nabla_{\mathbf{a}_{t}} Q\left(\mathbf{s}_{t}, \mathbf{a}_{t}\right)\right) \nabla_{\phi} f_{\phi}\left(\epsilon_{t} ; \mathbf{s}_{t}\right)$,$\mathbf{a}_{t}=f_{\phi}\left(\epsilon_{t} ; \mathbf{s}_{t}\right)$} -\footnotetext[5]{$J(\alpha)=\mathbb{E}_{\mathbf{a}_{t} \sim \pi_{t}}\left[-\alpha \log \pi_{t}\left(\mathbf{a}_{t} \mid \mathbf{s}_{t}\right)-\alpha \overline{\mathcal{H}}\right]$} -\clearpage -\end{document} \ No newline at end of file diff --git a/projects/codes/A2C/README.md b/projects/codes/A2C/README.md deleted file mode 100644 index 5252838..0000000 --- a/projects/codes/A2C/README.md +++ /dev/null @@ -1,7 +0,0 @@ -## 脚本描述 - -* `task0.py`:离散动作任务 - -* `task1.py`:离散动作任务,与`task0.py`唯一的区别就是Actor的激活函数是tanh而不是relu,在`CartPole-v1`上效果更好 - -* `task2.py`:连续动作任务,#TODO待调试 \ No newline at end of file diff --git a/projects/codes/A2C/Test_CartPole-v1_A2C_20221030-212553/config.yaml b/projects/codes/A2C/Test_CartPole-v1_A2C_20221030-212553/config.yaml deleted file mode 100644 index 865f5bb..0000000 --- a/projects/codes/A2C/Test_CartPole-v1_A2C_20221030-212553/config.yaml +++ /dev/null @@ -1,24 +0,0 @@ -general_cfg: - algo_name: A2C - device: cuda - env_name: CartPole-v1 - eval_eps: 10 - load_checkpoint: true - load_path: Train_CartPole-v1_A2C_20221030-211435 - max_steps: 200 - mode: test - save_fig: true - seed: 1 - show_fig: false - test_eps: 20 - train_eps: 1000 -algo_cfg: - actor_hidden_dim: 256 - actor_lr: 0.0003 - batch_size: 64 - buffer_size: 100000 - critic_hidden_dim: 256 - critic_lr: 0.001 - gamma: 0.99 - hidden_dim: 256 - target_update: 4 diff --git a/projects/codes/A2C/Test_CartPole-v1_A2C_20221030-212553/logs/log.txt b/projects/codes/A2C/Test_CartPole-v1_A2C_20221030-212553/logs/log.txt deleted file mode 100644 index 0ecfa0a..0000000 --- a/projects/codes/A2C/Test_CartPole-v1_A2C_20221030-212553/logs/log.txt +++ /dev/null @@ -1,23 +0,0 @@ -2022-10-30 21:25:53 - r - INFO: - n_states: 4, n_actions: 2 -2022-10-30 21:25:55 - r - INFO: - Start testing! -2022-10-30 21:25:55 - r - INFO: - Env: CartPole-v1, Algorithm: A2C, Device: cuda -2022-10-30 21:25:56 - r - INFO: - Episode: 1/20, Reward: 200.0, Step: 200 -2022-10-30 21:25:56 - r - INFO: - Episode: 2/20, Reward: 200.0, Step: 200 -2022-10-30 21:25:56 - r - INFO: - Episode: 3/20, Reward: 200.0, Step: 200 -2022-10-30 21:25:56 - r - INFO: - Episode: 4/20, Reward: 200.0, Step: 200 -2022-10-30 21:25:56 - r - INFO: - Episode: 5/20, Reward: 200.0, Step: 200 -2022-10-30 21:25:56 - r - INFO: - Episode: 6/20, Reward: 200.0, Step: 200 -2022-10-30 21:25:56 - r - INFO: - Episode: 7/20, Reward: 200.0, Step: 200 -2022-10-30 21:25:56 - r - INFO: - Episode: 8/20, Reward: 200.0, Step: 200 -2022-10-30 21:25:56 - r - INFO: - Episode: 9/20, Reward: 200.0, Step: 200 -2022-10-30 21:25:56 - r - INFO: - Episode: 10/20, Reward: 200.0, Step: 200 -2022-10-30 21:25:57 - r - INFO: - Episode: 11/20, Reward: 200.0, Step: 200 -2022-10-30 21:25:57 - r - INFO: - Episode: 12/20, Reward: 190.0, Step: 190 -2022-10-30 21:25:57 - r - INFO: - Episode: 13/20, Reward: 200.0, Step: 200 -2022-10-30 21:25:57 - r - INFO: - Episode: 14/20, Reward: 200.0, Step: 200 -2022-10-30 21:25:57 - r - INFO: - Episode: 15/20, Reward: 96.0, Step: 96 -2022-10-30 21:25:57 - r - INFO: - Episode: 16/20, Reward: 200.0, Step: 200 -2022-10-30 21:25:57 - r - INFO: - Episode: 17/20, Reward: 200.0, Step: 200 -2022-10-30 21:25:57 - r - INFO: - Episode: 18/20, Reward: 200.0, Step: 200 -2022-10-30 21:25:57 - r - INFO: - Episode: 19/20, Reward: 112.0, Step: 112 -2022-10-30 21:25:57 - r - INFO: - Episode: 20/20, Reward: 200.0, Step: 200 diff --git a/projects/codes/A2C/Test_CartPole-v1_A2C_20221030-212553/models/actor_checkpoint.pt b/projects/codes/A2C/Test_CartPole-v1_A2C_20221030-212553/models/actor_checkpoint.pt deleted file mode 100644 index 89d085435acee6e45f133fde5382b0281ac3d7c8..0000000000000000000000000000000000000000 GIT binary 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ce0e7d1..0000000 --- a/projects/codes/A2C/Test_CartPole-v1_A2C_20221030-212553/results/res.csv +++ /dev/null @@ -1,21 +0,0 @@ -episodes,rewards,steps -0,200.0,200 -1,200.0,200 -2,200.0,200 -3,200.0,200 -4,200.0,200 -5,200.0,200 -6,200.0,200 -7,200.0,200 -8,200.0,200 -9,200.0,200 -10,200.0,200 -11,190.0,190 -12,200.0,200 -13,200.0,200 -14,96.0,96 -15,200.0,200 -16,200.0,200 -17,200.0,200 -18,112.0,112 -19,200.0,200 diff --git a/projects/codes/A2C/Test_CartPole-v1_A2C_20221031-233316/config.yaml b/projects/codes/A2C/Test_CartPole-v1_A2C_20221031-233316/config.yaml deleted file mode 100644 index 709a1e3..0000000 --- a/projects/codes/A2C/Test_CartPole-v1_A2C_20221031-233316/config.yaml +++ /dev/null @@ -1,25 +0,0 @@ -general_cfg: - algo_name: A2C - device: cuda - env_name: CartPole-v1 - eval_eps: 10 - eval_per_episode: 5 - load_checkpoint: true - load_path: Train_CartPole-v1_A2C_20221031-232138 - max_steps: 200 - mode: test - save_fig: true - seed: 1 - show_fig: false - test_eps: 20 - train_eps: 1000 -algo_cfg: - actor_hidden_dim: 256 - actor_lr: 0.0003 - batch_size: 64 - buffer_size: 100000 - critic_hidden_dim: 256 - critic_lr: 0.001 - gamma: 0.99 - hidden_dim: 256 - target_update: 4 diff --git a/projects/codes/A2C/Test_CartPole-v1_A2C_20221031-233316/logs/log.txt b/projects/codes/A2C/Test_CartPole-v1_A2C_20221031-233316/logs/log.txt deleted file mode 100644 index d84edb2..0000000 --- a/projects/codes/A2C/Test_CartPole-v1_A2C_20221031-233316/logs/log.txt +++ /dev/null @@ -1,28 +0,0 @@ -2022-10-31 23:33:16 - r - INFO: - n_states: 4, n_actions: 2 -2022-10-31 23:33:16 - r - INFO: - Actor model name: ActorSoftmaxTanh -2022-10-31 23:33:16 - r - INFO: - Critic model name: Critic -2022-10-31 23:33:16 - r - INFO: - ACMemory memory name: PGReplay -2022-10-31 23:33:16 - r - INFO: - agent name: A2C -2022-10-31 23:33:17 - r - INFO: - Start testing! -2022-10-31 23:33:17 - r - INFO: - Env: CartPole-v1, Algorithm: A2C, Device: cuda -2022-10-31 23:33:18 - r - INFO: - Episode: 1/20, Reward: 200.0, Step: 200 -2022-10-31 23:33:18 - r - INFO: - Episode: 2/20, Reward: 200.0, Step: 200 -2022-10-31 23:33:18 - r - INFO: - Episode: 3/20, Reward: 186.0, Step: 186 -2022-10-31 23:33:18 - r - INFO: - Episode: 4/20, Reward: 200.0, Step: 200 -2022-10-31 23:33:18 - r - INFO: - Episode: 5/20, Reward: 200.0, Step: 200 -2022-10-31 23:33:19 - r - INFO: - Episode: 6/20, Reward: 200.0, Step: 200 -2022-10-31 23:33:19 - r - INFO: - Episode: 7/20, Reward: 200.0, Step: 200 -2022-10-31 23:33:19 - r - INFO: - Episode: 8/20, Reward: 200.0, Step: 200 -2022-10-31 23:33:19 - r - INFO: - Episode: 9/20, Reward: 200.0, Step: 200 -2022-10-31 23:33:19 - r - INFO: - Episode: 10/20, Reward: 200.0, Step: 200 -2022-10-31 23:33:19 - r - INFO: - Episode: 11/20, Reward: 200.0, Step: 200 -2022-10-31 23:33:19 - r - INFO: - Episode: 12/20, Reward: 200.0, Step: 200 -2022-10-31 23:33:19 - r - INFO: - Episode: 13/20, Reward: 200.0, Step: 200 -2022-10-31 23:33:19 - r - INFO: - Episode: 14/20, Reward: 200.0, Step: 200 -2022-10-31 23:33:19 - r - INFO: - Episode: 15/20, Reward: 200.0, Step: 200 -2022-10-31 23:33:19 - r - INFO: - Episode: 16/20, Reward: 200.0, Step: 200 -2022-10-31 23:33:19 - r - INFO: - Episode: 17/20, Reward: 200.0, Step: 200 -2022-10-31 23:33:19 - r - INFO: - Episode: 18/20, Reward: 200.0, Step: 200 -2022-10-31 23:33:19 - r - INFO: - Episode: 19/20, Reward: 200.0, Step: 200 -2022-10-31 23:33:20 - r - INFO: - Episode: 20/20, Reward: 200.0, Step: 200 -2022-10-31 23:33:20 - r - INFO: - Finish testing! diff --git a/projects/codes/A2C/Test_CartPole-v1_A2C_20221031-233316/models/actor_checkpoint.pt b/projects/codes/A2C/Test_CartPole-v1_A2C_20221031-233316/models/actor_checkpoint.pt deleted file mode 100644 index 05bd7b6f91ae163630756d6858a20b014e891604..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 272215 zcmb5V2{cw;`#x@pjG-t~h=d9$g|qi2bI8=Bln7B7izX^FWmXg_g(9T6c%FT4O%kaj zG$Eu?X`V~@dEd|XyVm=z|N8&d`kl4TI&1B9&h=b-y7zrw_x-pz35y5_j2$cR|G8uZ 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-986,200.0,200 -987,200.0,200 -988,200.0,200 -989,200.0,200 -990,200.0,200 -991,198.0,198 -992,200.0,200 -993,200.0,200 -994,200.0,200 -995,200.0,200 -996,200.0,200 -997,200.0,200 -998,200.0,200 -999,200.0,200 diff --git a/projects/codes/A2C/Train_CartPole-v1_A2C_20221031-232138/config.yaml b/projects/codes/A2C/Train_CartPole-v1_A2C_20221031-232138/config.yaml deleted file mode 100644 index 49d9701..0000000 --- a/projects/codes/A2C/Train_CartPole-v1_A2C_20221031-232138/config.yaml +++ /dev/null @@ -1,24 +0,0 @@ -general_cfg: - algo_name: A2C - device: cuda - env_name: CartPole-v1 - eval_eps: 10 - eval_per_episode: 5 - load_checkpoint: false - load_path: tasks - max_steps: 200 - mode: train - save_fig: true - seed: 1 - show_fig: false - test_eps: 20 - train_eps: 1000 -algo_cfg: - actor_hidden_dim: 256 - actor_lr: 0.0003 - batch_size: 64 - buffer_size: 100000 - critic_hidden_dim: 256 - critic_lr: 0.001 - gamma: 0.99 - hidden_dim: 256 diff --git a/projects/codes/A2C/Train_CartPole-v1_A2C_20221031-232138/logs/log.txt b/projects/codes/A2C/Train_CartPole-v1_A2C_20221031-232138/logs/log.txt deleted file mode 100644 index 18436c8..0000000 --- a/projects/codes/A2C/Train_CartPole-v1_A2C_20221031-232138/logs/log.txt +++ /dev/null @@ -1,1086 +0,0 @@ -2022-10-31 23:21:38 - r - INFO: - n_states: 4, n_actions: 2 -2022-10-31 23:21:38 - r - INFO: - Actor model name: ActorSoftmaxTanh -2022-10-31 23:21:38 - r - INFO: - Critic model name: Critic -2022-10-31 23:21:38 - r - INFO: - ACMemory memory name: PGReplay -2022-10-31 23:21:38 - r - INFO: - agent name: A2C -2022-10-31 23:21:38 - r - INFO: - Start training! -2022-10-31 23:21:38 - r - INFO: - Env: CartPole-v1, Algorithm: A2C, Device: cuda -2022-10-31 23:21:40 - r - INFO: - Episode: 1/1000, Reward: 25.0, Step: 25 -2022-10-31 23:21:40 - r - INFO: - Episode: 2/1000, Reward: 11.0, Step: 11 -2022-10-31 23:21:41 - r - INFO: - Episode: 3/1000, Reward: 32.0, Step: 32 -2022-10-31 23:21:41 - r - INFO: 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Reward: 48.0, Step: 48 -2022-10-31 23:21:58 - r - INFO: - Episode: 130/1000, Reward: 51.0, Step: 51 -2022-10-31 23:21:58 - r - INFO: - Episode: 131/1000, Reward: 51.0, Step: 51 -2022-10-31 23:21:58 - r - INFO: - Episode: 132/1000, Reward: 36.0, Step: 36 -2022-10-31 23:21:59 - r - INFO: - Episode: 133/1000, Reward: 45.0, Step: 45 -2022-10-31 23:21:59 - r - INFO: - Episode: 134/1000, Reward: 27.0, Step: 27 -2022-10-31 23:21:59 - r - INFO: - Episode: 135/1000, Reward: 40.0, Step: 40 -2022-10-31 23:21:59 - r - INFO: - Episode: 136/1000, Reward: 43.0, Step: 43 -2022-10-31 23:21:59 - r - INFO: - Episode: 137/1000, Reward: 64.0, Step: 64 -2022-10-31 23:21:59 - r - INFO: - Episode: 138/1000, Reward: 43.0, Step: 43 -2022-10-31 23:21:59 - r - INFO: - Episode: 139/1000, Reward: 37.0, Step: 37 -2022-10-31 23:21:59 - r - INFO: - Episode: 140/1000, Reward: 38.0, Step: 38 -2022-10-31 23:22:00 - r - INFO: - Episode: 141/1000, Reward: 69.0, Step: 69 -2022-10-31 23:22:00 - r - INFO: - Episode: 142/1000, Reward: 36.0, Step: 36 -2022-10-31 23:22:00 - r - INFO: - Episode: 143/1000, Reward: 28.0, Step: 28 -2022-10-31 23:22:00 - r - INFO: - Episode: 144/1000, Reward: 58.0, Step: 58 -2022-10-31 23:22:00 - r - INFO: - Episode: 145/1000, Reward: 43.0, Step: 43 -2022-10-31 23:22:00 - r - INFO: - Episode: 146/1000, Reward: 50.0, Step: 50 -2022-10-31 23:22:01 - r - INFO: - Episode: 147/1000, Reward: 30.0, Step: 30 -2022-10-31 23:22:01 - r - INFO: - Episode: 148/1000, Reward: 42.0, Step: 42 -2022-10-31 23:22:01 - r - INFO: - Episode: 149/1000, Reward: 42.0, Step: 42 -2022-10-31 23:22:01 - r - INFO: - Episode: 150/1000, Reward: 35.0, Step: 35 -2022-10-31 23:22:01 - r - INFO: - Episode: 151/1000, Reward: 67.0, Step: 67 -2022-10-31 23:22:01 - r - INFO: - Episode: 152/1000, Reward: 45.0, Step: 45 -2022-10-31 23:22:01 - r - INFO: - Episode: 153/1000, Reward: 28.0, Step: 28 -2022-10-31 23:22:01 - r - INFO: - Episode: 154/1000, Reward: 59.0, Step: 59 -2022-10-31 23:22:02 - r - INFO: - Episode: 155/1000, Reward: 64.0, Step: 64 -2022-10-31 23:22:02 - r - INFO: - Episode: 156/1000, Reward: 67.0, Step: 67 -2022-10-31 23:22:02 - r - INFO: - Episode: 157/1000, Reward: 41.0, Step: 41 -2022-10-31 23:22:02 - r - INFO: - Episode: 158/1000, Reward: 81.0, Step: 81 -2022-10-31 23:22:02 - r - INFO: - Episode: 159/1000, Reward: 76.0, Step: 76 -2022-10-31 23:22:02 - r - INFO: - Episode: 160/1000, Reward: 91.0, Step: 91 -2022-10-31 23:22:03 - r - INFO: - Episode: 161/1000, Reward: 119.0, Step: 119 -2022-10-31 23:22:03 - r - INFO: - Episode: 162/1000, Reward: 47.0, Step: 47 -2022-10-31 23:22:03 - r - INFO: - Episode: 163/1000, Reward: 64.0, Step: 64 -2022-10-31 23:22:03 - r - INFO: - Episode: 164/1000, Reward: 178.0, Step: 178 -2022-10-31 23:22:04 - r - INFO: - Episode: 165/1000, Reward: 97.0, Step: 97 -2022-10-31 23:22:04 - r - INFO: - Current episode 165 has the best eval reward: 104.10 -2022-10-31 23:22:04 - r - INFO: - Episode: 166/1000, Reward: 181.0, Step: 181 -2022-10-31 23:22:05 - r - INFO: - Episode: 167/1000, Reward: 166.0, Step: 166 -2022-10-31 23:22:05 - r - INFO: - Episode: 168/1000, Reward: 79.0, Step: 79 -2022-10-31 23:22:05 - r - INFO: - Episode: 169/1000, Reward: 141.0, Step: 141 -2022-10-31 23:22:06 - r - INFO: - Episode: 170/1000, Reward: 119.0, Step: 119 -2022-10-31 23:22:06 - r - INFO: - Current episode 170 has the best eval reward: 119.50 -2022-10-31 23:22:06 - r - INFO: - Episode: 171/1000, Reward: 81.0, Step: 81 -2022-10-31 23:22:06 - r - INFO: - Episode: 172/1000, Reward: 124.0, Step: 124 -2022-10-31 23:22:07 - r - INFO: - Episode: 173/1000, Reward: 150.0, Step: 150 -2022-10-31 23:22:07 - r - INFO: - Episode: 174/1000, Reward: 98.0, Step: 98 -2022-10-31 23:22:07 - r - INFO: - Episode: 175/1000, Reward: 164.0, Step: 164 -2022-10-31 23:22:08 - r - INFO: - Current episode 175 has the best eval reward: 132.00 -2022-10-31 23:22:08 - r - INFO: - Episode: 176/1000, Reward: 200.0, Step: 200 -2022-10-31 23:22:09 - r - INFO: - Episode: 177/1000, Reward: 115.0, Step: 115 -2022-10-31 23:22:09 - r - INFO: - Episode: 178/1000, Reward: 116.0, Step: 116 -2022-10-31 23:22:09 - r - INFO: - Episode: 179/1000, Reward: 160.0, Step: 160 -2022-10-31 23:22:09 - r - INFO: - Episode: 180/1000, Reward: 103.0, Step: 103 -2022-10-31 23:22:10 - r - INFO: - Current episode 180 has the best eval reward: 134.00 -2022-10-31 23:22:10 - r - INFO: - Episode: 181/1000, Reward: 181.0, Step: 181 -2022-10-31 23:22:11 - r - INFO: - Episode: 182/1000, Reward: 185.0, Step: 185 -2022-10-31 23:22:11 - r - INFO: - Episode: 183/1000, Reward: 93.0, Step: 93 -2022-10-31 23:22:11 - r - INFO: - Episode: 184/1000, Reward: 110.0, Step: 110 -2022-10-31 23:22:12 - r - INFO: - Episode: 185/1000, Reward: 200.0, Step: 200 -2022-10-31 23:22:12 - r - INFO: - Current episode 185 has the best eval reward: 155.50 -2022-10-31 23:22:13 - r - INFO: - Episode: 186/1000, Reward: 141.0, Step: 141 -2022-10-31 23:22:13 - r - INFO: - Episode: 187/1000, Reward: 150.0, Step: 150 -2022-10-31 23:22:13 - r - INFO: - Episode: 188/1000, Reward: 121.0, Step: 121 -2022-10-31 23:22:13 - r - INFO: - Episode: 189/1000, Reward: 110.0, Step: 110 -2022-10-31 23:22:14 - r - INFO: - Episode: 190/1000, Reward: 115.0, Step: 115 -2022-10-31 23:22:14 - r - INFO: - Episode: 191/1000, Reward: 114.0, Step: 114 -2022-10-31 23:22:14 - r - INFO: - Episode: 192/1000, Reward: 45.0, Step: 45 -2022-10-31 23:22:15 - r - INFO: - Episode: 193/1000, Reward: 125.0, Step: 125 -2022-10-31 23:22:15 - r - INFO: - Episode: 194/1000, Reward: 142.0, Step: 142 -2022-10-31 23:22:15 - r - INFO: - Episode: 195/1000, Reward: 54.0, Step: 54 -2022-10-31 23:22:16 - r - INFO: - Episode: 196/1000, Reward: 62.0, Step: 62 -2022-10-31 23:22:16 - r - INFO: - Episode: 197/1000, Reward: 122.0, Step: 122 -2022-10-31 23:22:16 - r - INFO: - Episode: 198/1000, Reward: 58.0, Step: 58 -2022-10-31 23:22:16 - r - INFO: - Episode: 199/1000, Reward: 88.0, Step: 88 -2022-10-31 23:22:16 - r - INFO: - Episode: 200/1000, Reward: 141.0, Step: 141 -2022-10-31 23:22:17 - r - INFO: - Episode: 201/1000, Reward: 113.0, Step: 113 -2022-10-31 23:22:18 - r - INFO: - Episode: 202/1000, Reward: 200.0, Step: 200 -2022-10-31 23:22:18 - r - INFO: - Episode: 203/1000, Reward: 136.0, Step: 136 -2022-10-31 23:22:18 - r - INFO: - Episode: 204/1000, Reward: 114.0, Step: 114 -2022-10-31 23:22:18 - r - INFO: - Episode: 205/1000, Reward: 102.0, Step: 102 -2022-10-31 23:22:19 - r - INFO: - Episode: 206/1000, Reward: 176.0, Step: 176 -2022-10-31 23:22:20 - r - INFO: - Episode: 207/1000, Reward: 150.0, Step: 150 -2022-10-31 23:22:20 - r - INFO: - Episode: 208/1000, Reward: 105.0, Step: 105 -2022-10-31 23:22:20 - r - INFO: - Episode: 209/1000, Reward: 200.0, Step: 200 -2022-10-31 23:22:21 - r - INFO: - Episode: 210/1000, Reward: 200.0, Step: 200 -2022-10-31 23:22:21 - r - INFO: - Episode: 211/1000, Reward: 167.0, Step: 167 -2022-10-31 23:22:22 - r - INFO: - Episode: 212/1000, Reward: 104.0, Step: 104 -2022-10-31 23:22:22 - r - INFO: - Episode: 213/1000, Reward: 124.0, Step: 124 -2022-10-31 23:22:22 - r - INFO: - Episode: 214/1000, Reward: 96.0, Step: 96 -2022-10-31 23:22:23 - r - INFO: - Episode: 215/1000, Reward: 200.0, Step: 200 -2022-10-31 23:22:24 - r - INFO: - Episode: 216/1000, Reward: 199.0, Step: 199 -2022-10-31 23:22:24 - r - INFO: - Episode: 217/1000, Reward: 200.0, Step: 200 -2022-10-31 23:22:24 - r - INFO: - Episode: 218/1000, Reward: 132.0, Step: 132 -2022-10-31 23:22:25 - r - INFO: - Episode: 219/1000, Reward: 188.0, Step: 188 -2022-10-31 23:22:25 - r - INFO: - Episode: 220/1000, Reward: 132.0, Step: 132 -2022-10-31 23:22:26 - r - INFO: - Episode: 221/1000, Reward: 151.0, Step: 151 -2022-10-31 23:22:26 - r - INFO: - Episode: 222/1000, Reward: 125.0, Step: 125 -2022-10-31 23:22:26 - r - INFO: - Episode: 223/1000, Reward: 42.0, Step: 42 -2022-10-31 23:22:27 - r - INFO: - Episode: 224/1000, Reward: 200.0, Step: 200 -2022-10-31 23:22:27 - r - INFO: - Episode: 225/1000, Reward: 159.0, Step: 159 -2022-10-31 23:22:28 - r - INFO: - Episode: 226/1000, Reward: 171.0, Step: 171 -2022-10-31 23:22:28 - r - INFO: - Episode: 227/1000, Reward: 122.0, Step: 122 -2022-10-31 23:22:29 - r - INFO: - Episode: 228/1000, Reward: 189.0, Step: 189 -2022-10-31 23:22:29 - r - INFO: - Episode: 229/1000, Reward: 129.0, Step: 129 -2022-10-31 23:22:29 - r - INFO: - Episode: 230/1000, Reward: 106.0, Step: 106 -2022-10-31 23:22:30 - r - INFO: - Episode: 231/1000, Reward: 107.0, Step: 107 -2022-10-31 23:22:30 - r - INFO: - Episode: 232/1000, Reward: 200.0, Step: 200 -2022-10-31 23:22:31 - r - INFO: - Episode: 233/1000, Reward: 200.0, Step: 200 -2022-10-31 23:22:31 - r - INFO: - Episode: 234/1000, Reward: 200.0, Step: 200 -2022-10-31 23:22:32 - r - INFO: - Episode: 235/1000, Reward: 200.0, Step: 200 -2022-10-31 23:22:32 - r - INFO: - Current episode 235 has the best eval reward: 169.70 -2022-10-31 23:22:33 - r - INFO: - Episode: 236/1000, Reward: 158.0, Step: 158 -2022-10-31 23:22:33 - r - INFO: - Episode: 237/1000, Reward: 200.0, Step: 200 -2022-10-31 23:22:33 - r - INFO: - Episode: 238/1000, Reward: 192.0, Step: 192 -2022-10-31 23:22:34 - r - INFO: - Episode: 239/1000, Reward: 179.0, Step: 179 -2022-10-31 23:22:34 - r - INFO: - Episode: 240/1000, Reward: 102.0, Step: 102 -2022-10-31 23:22:35 - r - INFO: - Episode: 241/1000, Reward: 125.0, Step: 125 -2022-10-31 23:22:35 - r - INFO: - Episode: 242/1000, Reward: 138.0, Step: 138 -2022-10-31 23:22:36 - r - INFO: - Episode: 243/1000, Reward: 189.0, Step: 189 -2022-10-31 23:22:36 - r - INFO: - Episode: 244/1000, Reward: 41.0, Step: 41 -2022-10-31 23:22:36 - r - INFO: - Episode: 245/1000, Reward: 97.0, Step: 97 -2022-10-31 23:22:36 - r - INFO: - Episode: 246/1000, Reward: 49.0, Step: 49 -2022-10-31 23:22:37 - r - INFO: - Episode: 247/1000, Reward: 86.0, Step: 86 -2022-10-31 23:22:37 - r - INFO: - Episode: 248/1000, Reward: 121.0, Step: 121 -2022-10-31 23:22:37 - r - INFO: - Episode: 249/1000, Reward: 117.0, Step: 117 -2022-10-31 23:22:37 - r - INFO: - Episode: 250/1000, Reward: 43.0, Step: 43 -2022-10-31 23:22:38 - r - INFO: - Episode: 251/1000, Reward: 72.0, Step: 72 -2022-10-31 23:22:38 - r - INFO: - Episode: 252/1000, Reward: 34.0, Step: 34 -2022-10-31 23:22:38 - r - INFO: - Episode: 253/1000, Reward: 83.0, Step: 83 -2022-10-31 23:22:38 - r - INFO: - Episode: 254/1000, Reward: 83.0, Step: 83 -2022-10-31 23:22:38 - r - INFO: - Episode: 255/1000, Reward: 38.0, Step: 38 -2022-10-31 23:22:38 - r - INFO: - Episode: 256/1000, Reward: 34.0, Step: 34 -2022-10-31 23:22:39 - r - INFO: - Episode: 257/1000, Reward: 99.0, Step: 99 -2022-10-31 23:22:39 - r - INFO: - Episode: 258/1000, Reward: 45.0, Step: 45 -2022-10-31 23:22:39 - r - INFO: - Episode: 259/1000, Reward: 47.0, Step: 47 -2022-10-31 23:22:39 - r - INFO: - Episode: 260/1000, Reward: 44.0, Step: 44 -2022-10-31 23:22:39 - r - INFO: - Episode: 261/1000, Reward: 26.0, Step: 26 -2022-10-31 23:22:39 - r - INFO: - Episode: 262/1000, Reward: 37.0, Step: 37 -2022-10-31 23:22:39 - r - INFO: - Episode: 263/1000, Reward: 26.0, Step: 26 -2022-10-31 23:22:39 - r - INFO: - Episode: 264/1000, Reward: 43.0, Step: 43 -2022-10-31 23:22:40 - r - INFO: - Episode: 265/1000, Reward: 27.0, Step: 27 -2022-10-31 23:22:40 - r - INFO: - Episode: 266/1000, Reward: 24.0, Step: 24 -2022-10-31 23:22:40 - r - INFO: - Episode: 267/1000, Reward: 42.0, Step: 42 -2022-10-31 23:22:40 - r - INFO: - Episode: 268/1000, Reward: 86.0, Step: 86 -2022-10-31 23:22:40 - r - INFO: - Episode: 269/1000, Reward: 23.0, Step: 23 -2022-10-31 23:22:40 - r - INFO: - Episode: 270/1000, Reward: 32.0, Step: 32 -2022-10-31 23:22:40 - r - INFO: - Episode: 271/1000, Reward: 57.0, Step: 57 -2022-10-31 23:22:40 - r - INFO: - Episode: 272/1000, Reward: 25.0, Step: 25 -2022-10-31 23:22:41 - r - INFO: - Episode: 273/1000, Reward: 98.0, Step: 98 -2022-10-31 23:22:41 - r - INFO: - Episode: 274/1000, Reward: 29.0, Step: 29 -2022-10-31 23:22:41 - r - INFO: - Episode: 275/1000, Reward: 25.0, Step: 25 -2022-10-31 23:22:41 - r - INFO: - Episode: 276/1000, Reward: 29.0, Step: 29 -2022-10-31 23:22:41 - r - INFO: - Episode: 277/1000, Reward: 39.0, Step: 39 -2022-10-31 23:22:41 - r - INFO: - Episode: 278/1000, Reward: 20.0, Step: 20 -2022-10-31 23:22:41 - r - INFO: - Episode: 279/1000, Reward: 92.0, Step: 92 -2022-10-31 23:22:41 - r - INFO: - Episode: 280/1000, Reward: 28.0, Step: 28 -2022-10-31 23:22:42 - r - INFO: - Episode: 281/1000, Reward: 78.0, Step: 78 -2022-10-31 23:22:42 - r - INFO: - Episode: 282/1000, Reward: 25.0, Step: 25 -2022-10-31 23:22:42 - r - INFO: - Episode: 283/1000, Reward: 31.0, Step: 31 -2022-10-31 23:22:42 - r - INFO: - Episode: 284/1000, Reward: 88.0, Step: 88 -2022-10-31 23:22:42 - r - INFO: - Episode: 285/1000, Reward: 85.0, Step: 85 -2022-10-31 23:22:43 - r - INFO: - Episode: 286/1000, Reward: 37.0, Step: 37 -2022-10-31 23:22:43 - r - INFO: - Episode: 287/1000, Reward: 26.0, Step: 26 -2022-10-31 23:22:43 - r - INFO: - Episode: 288/1000, Reward: 19.0, Step: 19 -2022-10-31 23:22:43 - r - INFO: - Episode: 289/1000, Reward: 40.0, Step: 40 -2022-10-31 23:22:43 - r - INFO: - Episode: 290/1000, Reward: 27.0, Step: 27 -2022-10-31 23:22:43 - r - INFO: - Episode: 291/1000, Reward: 17.0, Step: 17 -2022-10-31 23:22:43 - r - INFO: - Episode: 292/1000, Reward: 27.0, Step: 27 -2022-10-31 23:22:43 - r - INFO: - Episode: 293/1000, Reward: 26.0, Step: 26 -2022-10-31 23:22:43 - r - INFO: - Episode: 294/1000, Reward: 82.0, Step: 82 -2022-10-31 23:22:43 - r - INFO: - Episode: 295/1000, Reward: 36.0, Step: 36 -2022-10-31 23:22:44 - r - INFO: - Episode: 296/1000, Reward: 24.0, Step: 24 -2022-10-31 23:22:44 - r - INFO: - Episode: 297/1000, Reward: 30.0, Step: 30 -2022-10-31 23:22:44 - r - INFO: - Episode: 298/1000, Reward: 20.0, Step: 20 -2022-10-31 23:22:44 - r - INFO: - Episode: 299/1000, Reward: 34.0, Step: 34 -2022-10-31 23:22:44 - r - INFO: - Episode: 300/1000, Reward: 30.0, Step: 30 -2022-10-31 23:22:44 - r - INFO: - Episode: 301/1000, Reward: 23.0, Step: 23 -2022-10-31 23:22:44 - r - INFO: - Episode: 302/1000, Reward: 36.0, Step: 36 -2022-10-31 23:22:44 - r - INFO: - Episode: 303/1000, Reward: 29.0, Step: 29 -2022-10-31 23:22:44 - r - INFO: - Episode: 304/1000, Reward: 34.0, Step: 34 -2022-10-31 23:22:44 - r - INFO: - Episode: 305/1000, Reward: 25.0, Step: 25 -2022-10-31 23:22:45 - r - INFO: - Episode: 306/1000, Reward: 42.0, Step: 42 -2022-10-31 23:22:45 - r - INFO: - Episode: 307/1000, Reward: 88.0, Step: 88 -2022-10-31 23:22:45 - r - INFO: - Episode: 308/1000, Reward: 26.0, Step: 26 -2022-10-31 23:22:45 - r - INFO: - Episode: 309/1000, Reward: 85.0, Step: 85 -2022-10-31 23:22:45 - r - INFO: - Episode: 310/1000, Reward: 89.0, Step: 89 -2022-10-31 23:22:46 - r - INFO: - Episode: 311/1000, Reward: 48.0, Step: 48 -2022-10-31 23:22:46 - r - INFO: - Episode: 312/1000, Reward: 83.0, Step: 83 -2022-10-31 23:22:46 - r - INFO: - Episode: 313/1000, Reward: 109.0, Step: 109 -2022-10-31 23:22:46 - r - INFO: - Episode: 314/1000, Reward: 42.0, Step: 42 -2022-10-31 23:22:46 - r - INFO: - Episode: 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- Episode: 431/1000, Reward: 30.0, Step: 30 -2022-10-31 23:23:12 - r - INFO: - Episode: 432/1000, Reward: 29.0, Step: 29 -2022-10-31 23:23:12 - r - INFO: - Episode: 433/1000, Reward: 103.0, Step: 103 -2022-10-31 23:23:12 - r - INFO: - Episode: 434/1000, Reward: 36.0, Step: 36 -2022-10-31 23:23:12 - r - INFO: - Episode: 435/1000, Reward: 32.0, Step: 32 -2022-10-31 23:23:12 - r - INFO: - Episode: 436/1000, Reward: 41.0, Step: 41 -2022-10-31 23:23:13 - r - INFO: - Episode: 437/1000, Reward: 111.0, Step: 111 -2022-10-31 23:23:13 - r - INFO: - Episode: 438/1000, Reward: 48.0, Step: 48 -2022-10-31 23:23:13 - r - INFO: - Episode: 439/1000, Reward: 24.0, Step: 24 -2022-10-31 23:23:13 - r - INFO: - Episode: 440/1000, Reward: 49.0, Step: 49 -2022-10-31 23:23:14 - r - INFO: - Episode: 441/1000, Reward: 116.0, Step: 116 -2022-10-31 23:23:14 - r - INFO: - Episode: 442/1000, Reward: 118.0, Step: 118 -2022-10-31 23:23:14 - r - INFO: - Episode: 443/1000, Reward: 94.0, Step: 94 -2022-10-31 23:23:14 - r - INFO: - Episode: 444/1000, Reward: 132.0, Step: 132 -2022-10-31 23:23:14 - r - INFO: - Episode: 445/1000, Reward: 41.0, Step: 41 -2022-10-31 23:23:15 - r - INFO: - Episode: 446/1000, Reward: 105.0, Step: 105 -2022-10-31 23:23:15 - r - INFO: - Episode: 447/1000, Reward: 116.0, Step: 116 -2022-10-31 23:23:16 - r - INFO: - Episode: 448/1000, Reward: 136.0, Step: 136 -2022-10-31 23:23:16 - r - INFO: - Episode: 449/1000, Reward: 137.0, Step: 137 -2022-10-31 23:23:16 - r - INFO: - Episode: 450/1000, Reward: 45.0, Step: 45 -2022-10-31 23:23:17 - r - INFO: - Episode: 451/1000, Reward: 157.0, Step: 157 -2022-10-31 23:23:17 - r - INFO: - Episode: 452/1000, Reward: 116.0, Step: 116 -2022-10-31 23:23:17 - r - INFO: - Episode: 453/1000, Reward: 125.0, Step: 125 -2022-10-31 23:23:18 - r - INFO: - Episode: 454/1000, Reward: 120.0, Step: 120 -2022-10-31 23:23:18 - r - INFO: - Episode: 455/1000, Reward: 150.0, Step: 150 -2022-10-31 23:23:19 - r - INFO: - Episode: 456/1000, Reward: 114.0, Step: 114 -2022-10-31 23:23:19 - r - INFO: - Episode: 457/1000, Reward: 44.0, Step: 44 -2022-10-31 23:23:19 - r - INFO: - Episode: 458/1000, Reward: 138.0, Step: 138 -2022-10-31 23:23:19 - r - INFO: - Episode: 459/1000, Reward: 133.0, Step: 133 -2022-10-31 23:23:20 - r - INFO: - Episode: 460/1000, Reward: 141.0, Step: 141 -2022-10-31 23:23:20 - r - INFO: - Episode: 461/1000, Reward: 124.0, Step: 124 -2022-10-31 23:23:21 - r - INFO: - Episode: 462/1000, Reward: 143.0, Step: 143 -2022-10-31 23:23:21 - r - INFO: - Episode: 463/1000, Reward: 123.0, Step: 123 -2022-10-31 23:23:21 - r - INFO: - Episode: 464/1000, Reward: 134.0, Step: 134 -2022-10-31 23:23:22 - r - INFO: - Episode: 465/1000, Reward: 152.0, Step: 152 -2022-10-31 23:23:23 - r - INFO: - Episode: 466/1000, Reward: 140.0, Step: 140 -2022-10-31 23:23:23 - r - INFO: - Episode: 467/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:23 - r - INFO: - Episode: 468/1000, Reward: 168.0, Step: 168 -2022-10-31 23:23:24 - r - INFO: - Episode: 469/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:24 - r - INFO: - Episode: 470/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:25 - r - INFO: - Current episode 470 has the best eval reward: 199.80 -2022-10-31 23:23:25 - r - INFO: - Episode: 471/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:26 - r - INFO: - Episode: 472/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:26 - r - INFO: - Episode: 473/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:27 - r - INFO: - Episode: 474/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:27 - r - INFO: - Episode: 475/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:28 - r - INFO: - Current episode 475 has the best eval reward: 200.00 -2022-10-31 23:23:28 - r - INFO: - Episode: 476/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:29 - r - INFO: - Episode: 477/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:29 - r - INFO: - Episode: 478/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:30 - r - INFO: - Episode: 479/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:30 - r - INFO: - Episode: 480/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:31 - r - INFO: - Current episode 480 has the best eval reward: 200.00 -2022-10-31 23:23:31 - r - INFO: - Episode: 481/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:32 - r - INFO: - Episode: 482/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:32 - r - INFO: - Episode: 483/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:33 - r - INFO: - Episode: 484/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:33 - r - INFO: - Episode: 485/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:34 - r - INFO: - Current episode 485 has the best eval reward: 200.00 -2022-10-31 23:23:34 - r - INFO: - Episode: 486/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:35 - r - INFO: - Episode: 487/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:35 - r - INFO: - Episode: 488/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:36 - r - INFO: - Episode: 489/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:36 - r - INFO: - Episode: 490/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:37 - r - INFO: - Current episode 490 has the best eval reward: 200.00 -2022-10-31 23:23:37 - r - INFO: - Episode: 491/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:38 - r - INFO: - Episode: 492/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:38 - r - INFO: - Episode: 493/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:38 - r - INFO: - Episode: 494/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:39 - r - INFO: - Episode: 495/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:40 - r - INFO: - Current episode 495 has the best eval reward: 200.00 -2022-10-31 23:23:40 - r - INFO: - Episode: 496/1000, Reward: 169.0, Step: 169 -2022-10-31 23:23:40 - r - INFO: - Episode: 497/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:41 - r - INFO: - Episode: 498/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:41 - r - INFO: - Episode: 499/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:42 - r - INFO: - Episode: 500/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:42 - r - INFO: - Current episode 500 has the best eval reward: 200.00 -2022-10-31 23:23:43 - r - INFO: - Episode: 501/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:43 - r - INFO: - Episode: 502/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:44 - r - INFO: - Episode: 503/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:44 - r - INFO: - Episode: 504/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:45 - r - INFO: - Episode: 505/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:45 - r - INFO: - Current episode 505 has the best eval reward: 200.00 -2022-10-31 23:23:46 - r - INFO: - Episode: 506/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:46 - r - INFO: - Episode: 507/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:47 - r - INFO: - Episode: 508/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:47 - r - INFO: - Episode: 509/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:48 - r - INFO: - Episode: 510/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:49 - r - INFO: - Episode: 511/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:49 - r - INFO: - Episode: 512/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:50 - r - INFO: - Episode: 513/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:50 - r - INFO: - Episode: 514/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:51 - r - INFO: - Episode: 515/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:52 - r - INFO: - Episode: 516/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:52 - r - INFO: - Episode: 517/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:53 - r - INFO: - Episode: 518/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:53 - r - INFO: - Episode: 519/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:54 - r - INFO: - Episode: 520/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:55 - r - INFO: - Current episode 520 has the best eval reward: 200.00 -2022-10-31 23:23:55 - r - INFO: - Episode: 521/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:55 - r - INFO: - Episode: 522/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:56 - r - INFO: - Episode: 523/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:56 - r - INFO: - Episode: 524/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:57 - r - INFO: - Episode: 525/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:58 - r - INFO: - Current episode 525 has the best eval reward: 200.00 -2022-10-31 23:23:58 - r - INFO: - Episode: 526/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:59 - r - INFO: - Episode: 527/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:59 - r - INFO: - Episode: 528/1000, Reward: 200.0, Step: 200 -2022-10-31 23:23:59 - r - INFO: - Episode: 529/1000, Reward: 186.0, Step: 186 -2022-10-31 23:24:00 - r - INFO: - Episode: 530/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:00 - r - INFO: - Current episode 530 has the best eval reward: 200.00 -2022-10-31 23:24:01 - r - INFO: - Episode: 531/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:01 - r - INFO: - Episode: 532/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:02 - r - INFO: - Episode: 533/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:02 - r - INFO: - Episode: 534/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:03 - r - INFO: - Episode: 535/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:04 - r - INFO: - Current episode 535 has the best eval reward: 200.00 -2022-10-31 23:24:04 - r - INFO: - Episode: 536/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:04 - r - INFO: - Episode: 537/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:05 - r - INFO: - Episode: 538/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:05 - r - INFO: - Episode: 539/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:06 - r - INFO: - Episode: 540/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:07 - r - INFO: - Current episode 540 has the best eval reward: 200.00 -2022-10-31 23:24:07 - r - INFO: - Episode: 541/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:08 - r - INFO: - Episode: 542/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:08 - r - INFO: - Episode: 543/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:08 - r - INFO: - Episode: 544/1000, Reward: 84.0, Step: 84 -2022-10-31 23:24:09 - r - INFO: - Episode: 545/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:09 - r - INFO: - Current episode 545 has the best eval reward: 200.00 -2022-10-31 23:24:10 - r - INFO: - Episode: 546/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:10 - r - INFO: - Episode: 547/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:11 - r - INFO: - Episode: 548/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:11 - r - INFO: - Episode: 549/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:12 - r - INFO: - Episode: 550/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:13 - r - INFO: - Episode: 551/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:13 - r - INFO: - Episode: 552/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:14 - r - INFO: - Episode: 553/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:14 - r - INFO: - Episode: 554/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:15 - r - INFO: - Episode: 555/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:16 - r - INFO: - Episode: 556/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:16 - r - INFO: - Episode: 557/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:17 - r - INFO: - Episode: 558/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:17 - r - INFO: - Episode: 559/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:17 - r - INFO: - Episode: 560/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:18 - r - INFO: - Current episode 560 has the best eval reward: 200.00 -2022-10-31 23:24:19 - r - INFO: - Episode: 561/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:19 - r - INFO: - Episode: 562/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:20 - r - INFO: - Episode: 563/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:20 - r - INFO: - Episode: 564/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:20 - r - INFO: - Episode: 565/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:21 - r - INFO: - Current episode 565 has the best eval reward: 200.00 -2022-10-31 23:24:21 - r - INFO: - Episode: 566/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:22 - r - INFO: - Episode: 567/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:22 - r - INFO: - Episode: 568/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:23 - r - INFO: - Episode: 569/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:23 - r - INFO: - Episode: 570/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:24 - r - INFO: - Current episode 570 has the best eval reward: 200.00 -2022-10-31 23:24:24 - r - INFO: - Episode: 571/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:25 - r - INFO: - Episode: 572/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:25 - r - INFO: - Episode: 573/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:26 - r - INFO: - Episode: 574/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:26 - r - INFO: - Episode: 575/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:28 - r - INFO: - Episode: 576/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:28 - r - INFO: - Episode: 577/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:28 - r - INFO: - Episode: 578/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:29 - r - INFO: - Episode: 579/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:29 - r - INFO: - Episode: 580/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:30 - r - INFO: - Current episode 580 has the best eval reward: 200.00 -2022-10-31 23:24:31 - r - INFO: - Episode: 581/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:31 - r - INFO: - Episode: 582/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:32 - r - INFO: - Episode: 583/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:32 - r - INFO: - Episode: 584/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:33 - r - INFO: - Episode: 585/1000, Reward: 199.0, Step: 199 -2022-10-31 23:24:34 - r - INFO: - Episode: 586/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:34 - r - INFO: - Episode: 587/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:35 - r - INFO: - Episode: 588/1000, Reward: 178.0, Step: 178 -2022-10-31 23:24:35 - r - INFO: - Episode: 589/1000, Reward: 200.0, Step: 200 -2022-10-31 23:24:36 - r - INFO: - Episode: 590/1000, Reward: 188.0, Step: 188 -2022-10-31 23:24:36 - r - INFO: - Episode: 591/1000, Reward: 156.0, Step: 156 -2022-10-31 23:24:37 - r - INFO: - Episode: 592/1000, Reward: 165.0, Step: 165 -2022-10-31 23:24:37 - r - INFO: - Episode: 593/1000, Reward: 131.0, Step: 131 -2022-10-31 23:24:37 - r - INFO: - Episode: 594/1000, Reward: 157.0, Step: 157 -2022-10-31 23:24:38 - r - INFO: - Episode: 595/1000, Reward: 170.0, Step: 170 -2022-10-31 23:24:39 - r - INFO: - Episode: 596/1000, Reward: 123.0, Step: 123 -2022-10-31 23:24:39 - r - INFO: - Episode: 597/1000, Reward: 109.0, Step: 109 -2022-10-31 23:24:39 - r - INFO: - Episode: 598/1000, Reward: 124.0, Step: 124 -2022-10-31 23:24:39 - r - INFO: - Episode: 599/1000, Reward: 113.0, Step: 113 -2022-10-31 23:24:39 - r - INFO: - Episode: 600/1000, Reward: 38.0, Step: 38 -2022-10-31 23:24:40 - r - INFO: - Episode: 601/1000, Reward: 107.0, Step: 107 -2022-10-31 23:24:40 - r - INFO: - Episode: 602/1000, Reward: 115.0, Step: 115 -2022-10-31 23:24:41 - r - INFO: - Episode: 603/1000, Reward: 101.0, Step: 101 -2022-10-31 23:24:41 - r - INFO: - Episode: 604/1000, Reward: 113.0, Step: 113 -2022-10-31 23:24:41 - r - INFO: - Episode: 605/1000, Reward: 100.0, Step: 100 -2022-10-31 23:24:42 - r - INFO: - Episode: 606/1000, Reward: 109.0, Step: 109 -2022-10-31 23:24:42 - r - INFO: - Episode: 607/1000, Reward: 119.0, Step: 119 -2022-10-31 23:24:42 - r - INFO: - Episode: 608/1000, Reward: 117.0, Step: 117 -2022-10-31 23:24:43 - r - INFO: - Episode: 609/1000, Reward: 108.0, Step: 108 -2022-10-31 23:24:43 - r - INFO: - Episode: 610/1000, Reward: 101.0, Step: 101 -2022-10-31 23:24:43 - r - INFO: - Episode: 611/1000, Reward: 110.0, Step: 110 -2022-10-31 23:24:44 - r - INFO: - Episode: 612/1000, Reward: 59.0, Step: 59 -2022-10-31 23:24:44 - r - INFO: - Episode: 613/1000, Reward: 112.0, Step: 112 -2022-10-31 23:24:44 - r - INFO: - Episode: 614/1000, Reward: 104.0, Step: 104 -2022-10-31 23:24:44 - r - INFO: - Episode: 615/1000, Reward: 45.0, Step: 45 -2022-10-31 23:24:44 - r - INFO: - Episode: 616/1000, Reward: 29.0, Step: 29 -2022-10-31 23:24:44 - r - INFO: - Episode: 617/1000, Reward: 42.0, Step: 42 -2022-10-31 23:24:45 - r - INFO: - Episode: 618/1000, Reward: 74.0, Step: 74 -2022-10-31 23:24:45 - r - INFO: - Episode: 619/1000, Reward: 79.0, Step: 79 -2022-10-31 23:24:45 - r - INFO: - Episode: 620/1000, Reward: 50.0, Step: 50 -2022-10-31 23:24:45 - r - INFO: - Episode: 621/1000, Reward: 30.0, Step: 30 -2022-10-31 23:24:45 - r - INFO: - Episode: 622/1000, Reward: 43.0, Step: 43 -2022-10-31 23:24:46 - r - INFO: - Episode: 623/1000, Reward: 77.0, Step: 77 -2022-10-31 23:24:46 - r - INFO: - Episode: 624/1000, Reward: 36.0, Step: 36 -2022-10-31 23:24:46 - r - INFO: - Episode: 625/1000, Reward: 61.0, Step: 61 -2022-10-31 23:24:46 - r - INFO: - Episode: 626/1000, Reward: 36.0, Step: 36 -2022-10-31 23:24:46 - r - INFO: - Episode: 627/1000, Reward: 30.0, Step: 30 -2022-10-31 23:24:46 - r - INFO: - Episode: 628/1000, Reward: 43.0, Step: 43 -2022-10-31 23:24:46 - r - INFO: - Episode: 629/1000, Reward: 27.0, Step: 27 -2022-10-31 23:24:46 - r - INFO: - Episode: 630/1000, Reward: 88.0, Step: 88 -2022-10-31 23:24:47 - r - INFO: - Episode: 631/1000, Reward: 42.0, Step: 42 -2022-10-31 23:24:47 - r - INFO: - Episode: 632/1000, Reward: 40.0, Step: 40 -2022-10-31 23:24:47 - r - INFO: - Episode: 633/1000, Reward: 59.0, Step: 59 -2022-10-31 23:24:47 - r - INFO: - Episode: 634/1000, Reward: 81.0, Step: 81 -2022-10-31 23:24:47 - r - INFO: - Episode: 635/1000, Reward: 85.0, Step: 85 -2022-10-31 23:24:48 - r - INFO: - Episode: 636/1000, Reward: 55.0, Step: 55 -2022-10-31 23:24:48 - r - INFO: - Episode: 637/1000, Reward: 40.0, Step: 40 -2022-10-31 23:24:48 - r - INFO: - Episode: 638/1000, Reward: 99.0, Step: 99 -2022-10-31 23:24:48 - r - INFO: - Episode: 639/1000, Reward: 104.0, Step: 104 -2022-10-31 23:24:49 - r - INFO: - Episode: 640/1000, Reward: 117.0, Step: 117 -2022-10-31 23:24:49 - r - INFO: - Episode: 641/1000, Reward: 112.0, Step: 112 -2022-10-31 23:24:49 - r - INFO: - Episode: 642/1000, Reward: 43.0, Step: 43 -2022-10-31 23:24:50 - r - INFO: - Episode: 643/1000, Reward: 96.0, Step: 96 -2022-10-31 23:24:50 - r - INFO: - Episode: 644/1000, Reward: 105.0, Step: 105 -2022-10-31 23:24:50 - r - INFO: - Episode: 645/1000, Reward: 115.0, Step: 115 -2022-10-31 23:24:51 - r - INFO: - Episode: 646/1000, Reward: 99.0, Step: 99 -2022-10-31 23:24:51 - r - INFO: - Episode: 647/1000, Reward: 123.0, Step: 123 -2022-10-31 23:24:51 - r - INFO: - Episode: 648/1000, Reward: 123.0, Step: 123 -2022-10-31 23:24:51 - r - INFO: - Episode: 649/1000, Reward: 40.0, Step: 40 -2022-10-31 23:24:51 - r - INFO: - Episode: 650/1000, Reward: 100.0, Step: 100 -2022-10-31 23:24:52 - r - INFO: - Episode: 651/1000, Reward: 124.0, Step: 124 -2022-10-31 23:24:52 - r - INFO: - Episode: 652/1000, Reward: 106.0, Step: 106 -2022-10-31 23:24:53 - r - INFO: - Episode: 653/1000, Reward: 122.0, Step: 122 -2022-10-31 23:24:53 - r - INFO: - Episode: 654/1000, Reward: 127.0, Step: 127 -2022-10-31 23:24:53 - r - INFO: - Episode: 655/1000, Reward: 121.0, Step: 121 -2022-10-31 23:24:54 - r - INFO: - Episode: 656/1000, Reward: 121.0, Step: 121 -2022-10-31 23:24:54 - r - INFO: - Episode: 657/1000, Reward: 125.0, Step: 125 -2022-10-31 23:24:54 - r - INFO: - Episode: 658/1000, Reward: 127.0, Step: 127 -2022-10-31 23:24:55 - r - INFO: - Episode: 659/1000, Reward: 132.0, Step: 132 -2022-10-31 23:24:55 - r - INFO: - Episode: 660/1000, Reward: 142.0, Step: 142 -2022-10-31 23:24:56 - r - INFO: - Episode: 661/1000, Reward: 134.0, Step: 134 -2022-10-31 23:24:56 - r - INFO: - Episode: 662/1000, Reward: 147.0, Step: 147 -2022-10-31 23:24:57 - r - INFO: - Episode: 663/1000, Reward: 175.0, Step: 175 -2022-10-31 23:24:57 - r - INFO: - Episode: 664/1000, Reward: 180.0, Step: 180 -2022-10-31 23:24:57 - r - INFO: - Episode: 665/1000, Reward: 183.0, Step: 183 -2022-10-31 23:24:58 - r - INFO: - Episode: 666/1000, Reward: 167.0, Step: 167 -2022-10-31 23:24:59 - r - INFO: - Episode: 667/1000, Reward: 179.0, Step: 179 -2022-10-31 23:24:59 - r - INFO: - Episode: 668/1000, Reward: 173.0, Step: 173 -2022-10-31 23:25:00 - r - INFO: - Episode: 669/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:00 - r - INFO: - Episode: 670/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:01 - r - INFO: - Episode: 671/1000, Reward: 184.0, Step: 184 -2022-10-31 23:25:02 - r - INFO: - Episode: 672/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:02 - r - INFO: - Episode: 673/1000, Reward: 193.0, Step: 193 -2022-10-31 23:25:03 - r - INFO: - Episode: 674/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:03 - r - INFO: - Episode: 675/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:04 - r - INFO: - Current episode 675 has the best eval reward: 200.00 -2022-10-31 23:25:04 - r - INFO: - Episode: 676/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:05 - r - INFO: - Episode: 677/1000, Reward: 199.0, Step: 199 -2022-10-31 23:25:05 - r - INFO: - Episode: 678/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:06 - r - INFO: - Episode: 679/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:06 - r - INFO: - Episode: 680/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:07 - r - INFO: - Current episode 680 has the best eval reward: 200.00 -2022-10-31 23:25:08 - r - INFO: - Episode: 681/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:08 - r - INFO: - Episode: 682/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:09 - r - INFO: - Episode: 683/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:09 - r - INFO: - Episode: 684/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:10 - r - INFO: - Episode: 685/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:10 - r - INFO: - Current episode 685 has the best eval reward: 200.00 -2022-10-31 23:25:11 - r - INFO: - Episode: 686/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:11 - r - INFO: - Episode: 687/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:12 - r - INFO: - Episode: 688/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:12 - r - INFO: - Episode: 689/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:13 - r - INFO: - Episode: 690/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:14 - r - INFO: - Episode: 691/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:14 - r - INFO: - Episode: 692/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:15 - r - INFO: - Episode: 693/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:15 - r - INFO: - Episode: 694/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:15 - r - INFO: - Episode: 695/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:17 - r - INFO: - Episode: 696/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:17 - r - INFO: - Episode: 697/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:17 - r - INFO: - Episode: 698/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:18 - r - INFO: - Episode: 699/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:18 - r - INFO: - Episode: 700/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:19 - r - INFO: - Episode: 701/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:20 - r - INFO: - Episode: 702/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:20 - r - INFO: - Episode: 703/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:21 - r - INFO: - Episode: 704/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:21 - r - INFO: - Episode: 705/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:22 - r - INFO: - Current episode 705 has the best eval reward: 200.00 -2022-10-31 23:25:22 - r - INFO: - Episode: 706/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:23 - r - INFO: - Episode: 707/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:23 - r - INFO: - Episode: 708/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:24 - r - INFO: - Episode: 709/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:24 - r - INFO: - Episode: 710/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:25 - r - INFO: - Current episode 710 has the best eval reward: 200.00 -2022-10-31 23:25:26 - r - INFO: - Episode: 711/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:26 - r - INFO: - Episode: 712/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:26 - r - INFO: - Episode: 713/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:27 - r - INFO: - Episode: 714/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:27 - r - INFO: - Episode: 715/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:28 - r - INFO: - Current episode 715 has the best eval reward: 200.00 -2022-10-31 23:25:28 - r - INFO: - Episode: 716/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:29 - r - INFO: - Episode: 717/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:29 - r - INFO: - Episode: 718/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:30 - r - INFO: - Episode: 719/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:30 - r - INFO: - Episode: 720/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:31 - r - INFO: - Current episode 720 has the best eval reward: 200.00 -2022-10-31 23:25:31 - r - INFO: - Episode: 721/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:32 - r - INFO: - Episode: 722/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:32 - r - INFO: - Episode: 723/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:33 - r - INFO: - Episode: 724/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:33 - r - INFO: - Episode: 725/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:34 - r - INFO: - Current episode 725 has the best eval reward: 200.00 -2022-10-31 23:25:34 - r - INFO: - Episode: 726/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:35 - r - INFO: - Episode: 727/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:35 - r - INFO: - Episode: 728/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:35 - r - INFO: - Episode: 729/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:36 - r - INFO: - Episode: 730/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:37 - r - INFO: - Current episode 730 has the best eval reward: 200.00 -2022-10-31 23:25:37 - r - INFO: - Episode: 731/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:37 - r - INFO: - Episode: 732/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:38 - r - INFO: - Episode: 733/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:38 - r - INFO: - Episode: 734/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:39 - r - INFO: - Episode: 735/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:39 - r - INFO: - Current episode 735 has the best eval reward: 200.00 -2022-10-31 23:25:40 - r - INFO: - Episode: 736/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:40 - r - INFO: - Episode: 737/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:41 - r - INFO: - Episode: 738/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:41 - r - INFO: - Episode: 739/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:42 - r - INFO: - Episode: 740/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:42 - r - INFO: - Current episode 740 has the best eval reward: 200.00 -2022-10-31 23:25:43 - r - INFO: - Episode: 741/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:43 - r - INFO: - Episode: 742/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:44 - r - INFO: - Episode: 743/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:44 - r - INFO: - Episode: 744/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:44 - r - INFO: - Episode: 745/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:45 - r - INFO: - Current episode 745 has the best eval reward: 200.00 -2022-10-31 23:25:46 - r - INFO: - Episode: 746/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:46 - r - INFO: - Episode: 747/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:46 - r - INFO: - Episode: 748/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:47 - r - INFO: - Episode: 749/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:47 - r - INFO: - Episode: 750/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:48 - r - INFO: - Current episode 750 has the best eval reward: 200.00 -2022-10-31 23:25:48 - r - INFO: - Episode: 751/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:49 - r - INFO: - Episode: 752/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:49 - r - INFO: - Episode: 753/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:50 - r - INFO: - Episode: 754/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:50 - r - INFO: - Episode: 755/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:51 - r - INFO: - Current episode 755 has the best eval reward: 200.00 -2022-10-31 23:25:51 - r - INFO: - Episode: 756/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:52 - r - INFO: - Episode: 757/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:52 - r - INFO: - Episode: 758/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:53 - r - INFO: - Episode: 759/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:53 - r - INFO: - Episode: 760/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:54 - r - INFO: - Current episode 760 has the best eval reward: 200.00 -2022-10-31 23:25:54 - r - INFO: - Episode: 761/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:55 - r - INFO: - Episode: 762/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:55 - r - INFO: - Episode: 763/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:55 - r - INFO: - Episode: 764/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:56 - r - INFO: - Episode: 765/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:57 - r - INFO: - Current episode 765 has the best eval reward: 200.00 -2022-10-31 23:25:57 - r - INFO: - Episode: 766/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:57 - r - INFO: - Episode: 767/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:58 - r - INFO: - Episode: 768/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:58 - r - INFO: - Episode: 769/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:59 - r - INFO: - Episode: 770/1000, Reward: 200.0, Step: 200 -2022-10-31 23:25:59 - r - INFO: - Current episode 770 has the best eval reward: 200.00 -2022-10-31 23:26:00 - r - INFO: - Episode: 771/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:00 - r - INFO: - Episode: 772/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:01 - r - INFO: - Episode: 773/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:01 - r - INFO: - Episode: 774/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:02 - r - INFO: - Episode: 775/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:02 - r - INFO: - Current episode 775 has the best eval reward: 200.00 -2022-10-31 23:26:03 - r - INFO: - Episode: 776/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:03 - r - INFO: - Episode: 777/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:04 - r - INFO: - Episode: 778/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:04 - r - INFO: - Episode: 779/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:04 - r - INFO: - Episode: 780/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:06 - r - INFO: - Episode: 781/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:06 - r - INFO: - Episode: 782/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:06 - r - INFO: - Episode: 783/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:07 - r - INFO: - Episode: 784/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:07 - r - INFO: - Episode: 785/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:08 - r - INFO: - Episode: 786/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:09 - r - INFO: - Episode: 787/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:09 - r - INFO: - Episode: 788/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:10 - r - INFO: - Episode: 789/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:10 - r - INFO: - Episode: 790/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:11 - r - INFO: - Current episode 790 has the best eval reward: 200.00 -2022-10-31 23:26:11 - r - INFO: - Episode: 791/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:12 - r - INFO: - Episode: 792/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:12 - r - INFO: - Episode: 793/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:12 - r - INFO: - Episode: 794/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:13 - r - INFO: - Episode: 795/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:14 - r - INFO: - Current episode 795 has the best eval reward: 200.00 -2022-10-31 23:26:14 - r - INFO: - Episode: 796/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:14 - r - INFO: - Episode: 797/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:15 - r - INFO: - Episode: 798/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:15 - r - INFO: - Episode: 799/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:16 - r - INFO: - Episode: 800/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:16 - r - INFO: - Current episode 800 has the best eval reward: 200.00 -2022-10-31 23:26:17 - r - INFO: - Episode: 801/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:17 - r - INFO: - Episode: 802/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:18 - r - INFO: - Episode: 803/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:18 - r - INFO: - Episode: 804/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:19 - r - INFO: - Episode: 805/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:19 - r - INFO: - Current episode 805 has the best eval reward: 200.00 -2022-10-31 23:26:20 - r - INFO: - Episode: 806/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:20 - r - INFO: - Episode: 807/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:21 - r - INFO: - Episode: 808/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:21 - r - INFO: - Episode: 809/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:21 - r - INFO: - Episode: 810/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:22 - r - INFO: - Current episode 810 has the best eval reward: 200.00 -2022-10-31 23:26:23 - r - INFO: - Episode: 811/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:23 - r - INFO: - Episode: 812/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:23 - r - INFO: - Episode: 813/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:24 - r - INFO: - Episode: 814/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:24 - r - INFO: - Episode: 815/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:25 - r - INFO: - Current episode 815 has the best eval reward: 200.00 -2022-10-31 23:26:25 - r - INFO: - Episode: 816/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:26 - r - INFO: - Episode: 817/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:26 - r - INFO: - Episode: 818/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:27 - r - INFO: - Episode: 819/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:27 - r - INFO: - Episode: 820/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:28 - r - INFO: - Current episode 820 has the best eval reward: 200.00 -2022-10-31 23:26:28 - r - INFO: - Episode: 821/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:29 - r - INFO: - Episode: 822/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:29 - r - INFO: - Episode: 823/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:30 - r - INFO: - Episode: 824/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:30 - r - INFO: - Episode: 825/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:31 - r - INFO: - Current episode 825 has the best eval reward: 200.00 -2022-10-31 23:26:31 - r - INFO: - Episode: 826/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:32 - r - INFO: - Episode: 827/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:32 - r - INFO: - Episode: 828/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:32 - r - INFO: - Episode: 829/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:33 - r - INFO: - Episode: 830/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:34 - r - INFO: - Current episode 830 has the best eval reward: 200.00 -2022-10-31 23:26:34 - r - INFO: - Episode: 831/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:34 - r - INFO: - Episode: 832/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:35 - r - INFO: - Episode: 833/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:35 - r - INFO: - Episode: 834/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:36 - r - INFO: - Episode: 835/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:36 - r - INFO: - Current episode 835 has the best eval reward: 200.00 -2022-10-31 23:26:37 - r - INFO: - Episode: 836/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:37 - r - INFO: - Episode: 837/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:38 - r - INFO: - Episode: 838/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:38 - r - INFO: - Episode: 839/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:38 - r - INFO: - Episode: 840/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:39 - r - INFO: - Current episode 840 has the best eval reward: 200.00 -2022-10-31 23:26:40 - r - INFO: - Episode: 841/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:40 - r - INFO: - Episode: 842/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:40 - r - INFO: - Episode: 843/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:41 - r - INFO: - Episode: 844/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:41 - r - INFO: - Episode: 845/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:42 - r - INFO: - Current episode 845 has the best eval reward: 200.00 -2022-10-31 23:26:42 - r - INFO: - Episode: 846/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:43 - r - INFO: - Episode: 847/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:43 - r - INFO: - Episode: 848/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:44 - r - INFO: - Episode: 849/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:44 - r - INFO: - Episode: 850/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:45 - r - INFO: - Current episode 850 has the best eval reward: 200.00 -2022-10-31 23:26:45 - r - INFO: - Episode: 851/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:46 - r - INFO: - Episode: 852/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:46 - r - INFO: - Episode: 853/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:47 - r - INFO: - Episode: 854/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:47 - r - INFO: - Episode: 855/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:48 - r - INFO: - Current episode 855 has the best eval reward: 200.00 -2022-10-31 23:26:48 - r - INFO: - Episode: 856/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:49 - r - INFO: - Episode: 857/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:49 - r - INFO: - Episode: 858/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:49 - r - INFO: - Episode: 859/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:50 - r - INFO: - Episode: 860/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:51 - r - INFO: - Current episode 860 has the best eval reward: 200.00 -2022-10-31 23:26:51 - r - INFO: - Episode: 861/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:51 - r - INFO: - Episode: 862/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:52 - r - INFO: - Episode: 863/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:52 - r - INFO: - Episode: 864/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:53 - r - INFO: - Episode: 865/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:53 - r - INFO: - Current episode 865 has the best eval reward: 200.00 -2022-10-31 23:26:54 - r - INFO: - Episode: 866/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:54 - r - INFO: - Episode: 867/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:55 - r - INFO: - Episode: 868/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:55 - r - INFO: - Episode: 869/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:56 - r - INFO: - Episode: 870/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:56 - r - INFO: - Current episode 870 has the best eval reward: 200.00 -2022-10-31 23:26:57 - r - INFO: - Episode: 871/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:57 - r - INFO: - Episode: 872/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:58 - r - INFO: - Episode: 873/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:58 - r - INFO: - Episode: 874/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:59 - r - INFO: - Episode: 875/1000, Reward: 200.0, Step: 200 -2022-10-31 23:26:59 - r - INFO: - Current episode 875 has the best eval reward: 200.00 -2022-10-31 23:27:00 - r - INFO: - Episode: 876/1000, Reward: 200.0, Step: 200 -2022-10-31 23:27:00 - r - INFO: - Episode: 877/1000, Reward: 200.0, Step: 200 -2022-10-31 23:27:01 - r - INFO: - Episode: 878/1000, Reward: 200.0, Step: 200 -2022-10-31 23:27:01 - r - INFO: - Episode: 879/1000, Reward: 200.0, Step: 200 -2022-10-31 23:27:01 - r - INFO: - Episode: 880/1000, Reward: 200.0, Step: 200 -2022-10-31 23:27:02 - r - INFO: - Current episode 880 has the best eval reward: 200.00 -2022-10-31 23:27:03 - r - INFO: - Episode: 881/1000, Reward: 200.0, Step: 200 -2022-10-31 23:27:03 - r - INFO: - Episode: 882/1000, Reward: 200.0, Step: 200 -2022-10-31 23:27:03 - r - INFO: - Episode: 883/1000, Reward: 200.0, Step: 200 -2022-10-31 23:27:04 - r - INFO: - Episode: 884/1000, Reward: 200.0, Step: 200 -2022-10-31 23:27:04 - r - INFO: - Episode: 885/1000, Reward: 200.0, Step: 200 -2022-10-31 23:27:05 - r - INFO: - Current episode 885 has the best eval reward: 200.00 -2022-10-31 23:27:05 - r - INFO: - Episode: 886/1000, Reward: 200.0, Step: 200 -2022-10-31 23:27:06 - r - INFO: - Episode: 887/1000, Reward: 200.0, Step: 200 -2022-10-31 23:27:06 - r 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-import numpy as np -from torch.distributions import Categorical,Normal - - -class A2C: - def __init__(self,models,memories,cfg): - self.n_actions = cfg.n_actions - self.gamma = cfg.gamma - self.device = torch.device(cfg.device) - self.continuous = cfg.continuous - if hasattr(cfg,'action_bound'): - self.action_bound = cfg.action_bound - self.memory = memories['ACMemory'] - self.actor = models['Actor'].to(self.device) - self.critic = models['Critic'].to(self.device) - self.actor_optim = torch.optim.Adam(self.actor.parameters(), lr=cfg.actor_lr) - self.critic_optim = torch.optim.Adam(self.critic.parameters(), lr=cfg.critic_lr) - def sample_action(self,state): - # state = torch.tensor(state, device=self.device, dtype=torch.float32).unsqueeze(dim=0) - # dist = self.actor(state) - # self.entropy = - np.sum(np.mean(dist.detach().cpu().numpy()) * np.log(dist.detach().cpu().numpy())) - # value = self.critic(state) # note that 'dist' need require_grad=True - # self.value = value.detach().cpu().numpy().squeeze(0)[0] - # action = np.random.choice(self.n_actions, p=dist.detach().cpu().numpy().squeeze(0)) # shape(p=(n_actions,1) - # self.log_prob = torch.log(dist.squeeze(0)[action]) - if self.continuous: - state = torch.tensor(state, device=self.device, dtype=torch.float32).unsqueeze(dim=0) - mu, sigma = self.actor(state) - dist = Normal(self.action_bound * mu.view(1,), sigma.view(1,)) - action = dist.sample() - value = self.critic(state) - # self.entropy = - np.sum(np.mean(dist.detach().cpu().numpy()) * np.log(dist.detach().cpu().numpy())) - self.value = value.detach().cpu().numpy().squeeze(0)[0] # detach() to avoid gradient - self.log_prob = dist.log_prob(action).squeeze(dim=0) # Tensor([0.]) - self.entropy = dist.entropy().cpu().detach().numpy().squeeze(0) # detach() to avoid gradient - return action.cpu().detach().numpy() - else: - state = torch.tensor(state, device=self.device, dtype=torch.float32).unsqueeze(dim=0) - probs = self.actor(state) - dist = Categorical(probs) - action = dist.sample() # Tensor([0]) - value = self.critic(state) - self.value = value.detach().cpu().numpy().squeeze(0)[0] # detach() to avoid gradient - self.log_prob = dist.log_prob(action).squeeze(dim=0) # Tensor([0.]) - self.entropy = dist.entropy().cpu().detach().numpy().squeeze(0) # detach() to avoid gradient - return action.cpu().numpy().item() - @torch.no_grad() - def predict_action(self,state): - if self.continuous: - state = torch.tensor(state, device=self.device, dtype=torch.float32).unsqueeze(dim=0) - mu, sigma = self.actor(state) - dist = Normal(self.action_bound * mu.view(1,), sigma.view(1,)) - action = dist.sample() - return action.cpu().detach().numpy() - else: - state = torch.tensor(state, device=self.device, dtype=torch.float32).unsqueeze(dim=0) - dist = self.actor(state) - # value = self.critic(state) # note that 'dist' need require_grad=True - # value = value.detach().cpu().numpy().squeeze(0)[0] - action = np.random.choice(self.n_actions, p=dist.detach().cpu().numpy().squeeze(0)) # shape(p=(n_actions,1) - return action - def update(self,next_state,entropy): - value_pool,log_prob_pool,reward_pool = self.memory.sample() - value_pool = torch.tensor(value_pool, device=self.device) - log_prob_pool = torch.stack(log_prob_pool) - next_state = torch.tensor(next_state, device=self.device, dtype=torch.float32).unsqueeze(dim=0) - next_value = self.critic(next_state) - returns = np.zeros_like(reward_pool) - for t in reversed(range(len(reward_pool))): - next_value = reward_pool[t] + self.gamma * next_value # G(s_{t},a{t}) = r_{t+1} + gamma * V(s_{t+1}) - returns[t] = next_value - returns = torch.tensor(returns, device=self.device) - advantages = returns - value_pool - actor_loss = (-log_prob_pool * advantages).mean() - critic_loss = 0.5 * advantages.pow(2).mean() - tot_loss = actor_loss + critic_loss + 0.001 * entropy - self.actor_optim.zero_grad() - self.critic_optim.zero_grad() - tot_loss.backward() - self.actor_optim.step() - self.critic_optim.step() - self.memory.clear() - def save_model(self, path): - from pathlib import Path - # create path - Path(path).mkdir(parents=True, exist_ok=True) - torch.save(self.actor.state_dict(), f"{path}/actor_checkpoint.pt") - torch.save(self.critic.state_dict(), f"{path}/critic_checkpoint.pt") - - def load_model(self, path): - self.actor.load_state_dict(torch.load(f"{path}/actor_checkpoint.pt")) - self.critic.load_state_dict(torch.load(f"{path}/critic_checkpoint.pt")) \ No newline at end of file diff --git a/projects/codes/A2C/a2c_2.py b/projects/codes/A2C/a2c_2.py deleted file mode 100644 index e29acdc..0000000 --- a/projects/codes/A2C/a2c_2.py +++ /dev/null @@ -1,65 +0,0 @@ -#!/usr/bin/env python -# coding=utf-8 -''' -Author: JiangJi -Email: johnjim0816@gmail.com -Date: 2022-09-19 14:48:16 -LastEditor: JiangJi -LastEditTime: 2022-10-30 01:21:50 -Discription: #TODO,待更新模版 -''' -import torch -import numpy as np - -class A2C_2: - def __init__(self,models,memories,cfg): - self.n_actions = cfg.n_actions - self.gamma = cfg.gamma - self.device = torch.device(cfg.device) - self.memory = memories['ACMemory'] - self.ac_net = models['ActorCritic'].to(self.device) - self.ac_optimizer = torch.optim.Adam(self.ac_net.parameters(), lr = cfg.lr) - def sample_action(self,state): - state = torch.tensor(state, device=self.device, dtype=torch.float32).unsqueeze(dim=0) - value, dist = self.ac_net(state) # note that 'dist' need require_grad=True - value = value.detach().numpy().squeeze(0)[0] - action = np.random.choice(self.n_actions, p=dist.detach().numpy().squeeze(0)) # shape(p=(n_actions,1) - return action,value,dist - def predict_action(self,state): - ''' predict can be all wrapped with no_grad(), then donot need detach(), or you can just copy contents of 'sample_action' - ''' - with torch.no_grad(): - state = torch.tensor(state, device=self.device, dtype=torch.float32).unsqueeze(dim=0) - value, dist = self.ac_net(state) - value = value.numpy().squeeze(0)[0] # shape(value) = (1,) - action = np.random.choice(self.n_actions, p=dist.numpy().squeeze(0)) # shape(p=(n_actions,1) - return action,value,dist - def update(self,next_state,entropy): - value_pool,log_prob_pool,reward_pool = self.memory.sample() - next_state = torch.tensor(next_state, device=self.device, dtype=torch.float32).unsqueeze(dim=0) - next_value,_ = self.ac_net(next_state) - returns = np.zeros_like(reward_pool) - for t in reversed(range(len(reward_pool))): - next_value = reward_pool[t] + self.gamma * next_value # G(s_{t},a{t}) = r_{t+1} + gamma * V(s_{t+1}) - returns[t] = next_value - returns = torch.tensor(returns, device=self.device) - value_pool = torch.tensor(value_pool, device=self.device) - advantages = returns - value_pool - log_prob_pool = torch.stack(log_prob_pool) - actor_loss = (-log_prob_pool * advantages).mean() - critic_loss = 0.5 * advantages.pow(2).mean() - ac_loss = actor_loss + critic_loss + 0.001 * entropy - self.ac_optimizer.zero_grad() - ac_loss.backward() - self.ac_optimizer.step() - self.memory.clear() - def save_model(self, path): - from pathlib import Path - # create path - Path(path).mkdir(parents=True, exist_ok=True) - torch.save(self.ac_net.state_dict(), f"{path}/a2c_checkpoint.pt") - - def load_model(self, path): - self.ac_net.load_state_dict(torch.load(f"{path}/a2c_checkpoint.pt")) - - \ No newline at end of file diff --git a/projects/codes/A2C/config/CartPole-v1_A2C_Test.yaml b/projects/codes/A2C/config/CartPole-v1_A2C_Test.yaml deleted file mode 100644 index d148bb0..0000000 --- a/projects/codes/A2C/config/CartPole-v1_A2C_Test.yaml +++ /dev/null @@ -1,21 +0,0 @@ -general_cfg: - algo_name: A2C - device: cuda - env_name: CartPole-v1 - mode: test - load_checkpoint: true - load_path: Train_CartPole-v1_A2C_20221031-232138 - max_steps: 200 - save_fig: true - seed: 1 - show_fig: false - test_eps: 20 - train_eps: 1000 -algo_cfg: - continuous: false - batch_size: 64 - buffer_size: 100000 - gamma: 0.99 - actor_lr: 0.0003 - critic_lr: 0.001 - target_update: 4 diff --git a/projects/codes/A2C/config/CartPole-v1_A2C_Train.yaml b/projects/codes/A2C/config/CartPole-v1_A2C_Train.yaml deleted file mode 100644 index f79f148..0000000 --- a/projects/codes/A2C/config/CartPole-v1_A2C_Train.yaml +++ /dev/null @@ -1,19 +0,0 @@ -general_cfg: - algo_name: A2C - device: cuda - env_name: CartPole-v1 - mode: train - load_checkpoint: false - load_path: Train_CartPole-v1_DQN_20221026-054757 - max_steps: 200 - save_fig: true - seed: 1 - show_fig: false - test_eps: 20 - train_eps: 600 -algo_cfg: - continuous: false - batch_size: 64 - buffer_size: 100000 - gamma: 0.0003 - lr: 0.001 diff --git a/projects/codes/A2C/config/Pendulum-v1_A2C_Train.yaml b/projects/codes/A2C/config/Pendulum-v1_A2C_Train.yaml deleted file mode 100644 index a1680c9..0000000 --- a/projects/codes/A2C/config/Pendulum-v1_A2C_Train.yaml +++ /dev/null @@ -1,21 +0,0 @@ -general_cfg: - algo_name: A2C - device: cuda - env_name: Pendulum-v1 - mode: train - eval_per_episode: 200 - load_checkpoint: false - load_path: Train_CartPole-v1_DQN_20221026-054757 - max_steps: 200 - save_fig: true - seed: 1 - show_fig: false - test_eps: 20 - train_eps: 1000 -algo_cfg: - continuous: true - batch_size: 64 - buffer_size: 100000 - gamma: 0.0003 - actor_lr: 0.0003 - critic_lr: 0.001 diff --git a/projects/codes/A2C/config/config.py b/projects/codes/A2C/config/config.py deleted file mode 100644 index a552d38..0000000 --- a/projects/codes/A2C/config/config.py +++ /dev/null @@ -1,38 +0,0 @@ -#!/usr/bin/env python -# coding=utf-8 -''' -Author: JiangJi -Email: johnjim0816@gmail.com -Date: 2022-10-30 00:53:03 -LastEditor: JiangJi -LastEditTime: 2022-11-01 00:17:55 -Discription: default parameters of A2C -''' -from common.config import GeneralConfig,AlgoConfig - -class GeneralConfigA2C(GeneralConfig): - def __init__(self) -> None: - self.env_name = "CartPole-v1" # name of environment - self.algo_name = "A2C" # name of algorithm - self.mode = "train" # train or test - self.seed = 1 # random seed - self.device = "cuda" # device to use - self.train_eps = 1000 # number of episodes for training - self.test_eps = 20 # number of episodes for testing - self.max_steps = 200 # max steps for each episode - self.load_checkpoint = False - self.load_path = "tasks" # path to load model - self.show_fig = False # show figure or not - self.save_fig = True # save figure or not - -class AlgoConfigA2C(AlgoConfig): - def __init__(self) -> None: - self.continuous = False # continuous or discrete action space - self.hidden_dim = 256 # hidden_dim for MLP - self.gamma = 0.99 # discount factor - self.actor_lr = 3e-4 # learning rate of actor - self.critic_lr = 1e-3 # learning rate of critic - self.actor_hidden_dim = 256 # hidden_dim for actor MLP - self.critic_hidden_dim = 256 # hidden_dim for critic MLP - self.buffer_size = 100000 # size of replay buffer - self.batch_size = 64 # batch size \ No newline at end of file diff --git a/projects/codes/A2C/main2.py b/projects/codes/A2C/main2.py deleted file mode 100644 index 60bd7c2..0000000 --- a/projects/codes/A2C/main2.py +++ /dev/null @@ -1,130 +0,0 @@ -#!/usr/bin/env python -# coding=utf-8 -''' -Author: JiangJi -Email: johnjim0816@gmail.com -Date: 2022-09-19 14:48:16 -LastEditor: JiangJi -LastEditTime: 2022-10-30 01:21:15 -Discription: #TODO,待更新模版 -''' -import sys,os -os.environ["KMP_DUPLICATE_LIB_OK"] = "TRUE" # avoid "OMP: Error #15: Initializing libiomp5md.dll, but found libiomp5md.dll already initialized." -curr_path = os.path.dirname(os.path.abspath(__file__)) # current path -parent_path = os.path.dirname(curr_path) # parent path -sys.path.append(parent_path) # add path to system path - -import datetime -import argparse -import gym -import torch -import numpy as np -from common.utils import all_seed -from common.launcher import Launcher -from common.memories import PGReplay -from common.models import ActorCriticSoftmax -from envs.register import register_env -from a2c_2 import A2C_2 - -class Main(Launcher): - def get_args(self): - curr_time = datetime.datetime.now().strftime("%Y%m%d-%H%M%S") # obtain current time - parser = argparse.ArgumentParser(description="hyperparameters") - parser.add_argument('--algo_name',default='A2C',type=str,help="name of algorithm") - parser.add_argument('--env_name',default='CartPole-v0',type=str,help="name of environment") - parser.add_argument('--train_eps',default=2000,type=int,help="episodes of training") - parser.add_argument('--test_eps',default=20,type=int,help="episodes of testing") - parser.add_argument('--ep_max_steps',default = 100000,type=int,help="steps per episode, much larger value can simulate infinite steps") - parser.add_argument('--gamma',default=0.99,type=float,help="discounted factor") - parser.add_argument('--lr',default=3e-4,type=float,help="learning rate") - parser.add_argument('--actor_hidden_dim',default=256,type=int) - parser.add_argument('--critic_hidden_dim',default=256,type=int) - parser.add_argument('--device',default='cpu',type=str,help="cpu or cuda") - parser.add_argument('--seed',default=10,type=int,help="seed") - parser.add_argument('--show_fig',default=False,type=bool,help="if show figure or not") - parser.add_argument('--save_fig',default=True,type=bool,help="if save figure or not") - args = parser.parse_args() - default_args = {'result_path':f"{curr_path}/outputs/{args.env_name}/{curr_time}/results/", - 'model_path':f"{curr_path}/outputs/{args.env_name}/{curr_time}/models/", - } - args = {**vars(args),**default_args} # type(dict) - return args - def env_agent_config(self,cfg): - ''' create env and agent - ''' - register_env(cfg['env_name']) - env = gym.make(cfg['env_name']) - if cfg['seed'] !=0: # set random seed - all_seed(env,seed=cfg["seed"]) - try: # state dimension - n_states = env.observation_space.n # print(hasattr(env.observation_space, 'n')) - except AttributeError: - n_states = env.observation_space.shape[0] # print(hasattr(env.observation_space, 'shape')) - n_actions = env.action_space.n # action dimension - print(f"n_states: {n_states}, n_actions: {n_actions}") - cfg.update({"n_states":n_states,"n_actions":n_actions}) # update to cfg paramters - models = {'ActorCritic':ActorCriticSoftmax(cfg['n_states'],cfg['n_actions'], actor_hidden_dim = cfg['actor_hidden_dim'],critic_hidden_dim=cfg['critic_hidden_dim'])} - memories = {'ACMemory':PGReplay()} - agent = A2C_2(models,memories,cfg) - return env,agent - def train(self,cfg,env,agent): - print("Start training!") - print(f"Env: {cfg['env_name']}, Algorithm: {cfg['algo_name']}, Device: {cfg['device']}") - rewards = [] # record rewards for all episodes - steps = [] # record steps for all episodes - - for i_ep in range(cfg['train_eps']): - ep_reward = 0 # reward per episode - ep_step = 0 # step per episode - ep_entropy = 0 - state = env.reset() # reset and obtain initial state - - for _ in range(cfg['ep_max_steps']): - action, value, dist = agent.sample_action(state) # sample action - next_state, reward, done, _ = env.step(action) # update env and return transitions - log_prob = torch.log(dist.squeeze(0)[action]) - entropy = -np.sum(np.mean(dist.detach().numpy()) * np.log(dist.detach().numpy())) - agent.memory.push((value,log_prob,reward)) # save transitions - state = next_state # update state - ep_reward += reward - ep_entropy += entropy - ep_step += 1 - if done: - break - agent.update(next_state,ep_entropy) # update agent - rewards.append(ep_reward) - steps.append(ep_step) - if (i_ep+1)%10==0: - print(f'Episode: {i_ep+1}/{cfg["train_eps"]}, Reward: {ep_reward:.2f}, Steps:{ep_step}') - print("Finish training!") - return {'episodes':range(len(rewards)),'rewards':rewards,'steps':steps} - def test(self,cfg,env,agent): - print("Start testing!") - print(f"Env: {cfg['env_name']}, Algorithm: {cfg['algo_name']}, Device: {cfg['device']}") - rewards = [] # record rewards for all episodes - steps = [] # record steps for all episodes - for i_ep in range(cfg['test_eps']): - ep_reward = 0 # reward per episode - ep_step = 0 - state = env.reset() # reset and obtain initial state - for _ in range(cfg['ep_max_steps']): - action,_,_ = agent.predict_action(state) # predict action - next_state, reward, done, _ = env.step(action) - state = next_state - ep_reward += reward - ep_step += 1 - if done: - break - rewards.append(ep_reward) - steps.append(ep_step) - print(f"Episode: {i_ep+1}/{cfg['test_eps']}, Steps:{ep_step}, Reward: {ep_reward:.2f}") - print("Finish testing!") - return {'episodes':range(len(rewards)),'rewards':rewards,'steps':steps} - -if __name__ == "__main__": - main = Main() - main.run() - - - - diff --git a/projects/codes/A2C/task0.py b/projects/codes/A2C/task0.py deleted file mode 100644 index 4a3208a..0000000 --- a/projects/codes/A2C/task0.py +++ /dev/null @@ -1,142 +0,0 @@ -#!/usr/bin/env python -# coding=utf-8 -''' -Author: JiangJi -Email: johnjim0816@gmail.com -Date: 2022-10-30 01:19:43 -LastEditor: JiangJi -LastEditTime: 2022-11-01 01:21:06 -Discription: -''' -import sys,os -os.environ["KMP_DUPLICATE_LIB_OK"] = "TRUE" # avoid "OMP: Error #15: Initializing libiomp5md.dll, but found libiomp5md.dll already initialized." -curr_path = os.path.dirname(os.path.abspath(__file__)) # current path -parent_path = os.path.dirname(curr_path) # parent path -sys.path.append(parent_path) # add path to system path - -import gym -from common.utils import all_seed,merge_class_attrs -from common.launcher import Launcher -from common.memories import PGReplay -from common.models import ActorSoftmax,Critic -from envs.register import register_env -from a2c import A2C -from config.config import GeneralConfigA2C,AlgoConfigA2C - -class Main(Launcher): - def __init__(self) -> None: - super().__init__() - self.cfgs['general_cfg'] = merge_class_attrs(self.cfgs['general_cfg'],GeneralConfigA2C()) - self.cfgs['algo_cfg'] = merge_class_attrs(self.cfgs['algo_cfg'],AlgoConfigA2C()) - def env_agent_config(self,cfg,logger): - ''' create env and agent - ''' - register_env(cfg.env_name) - env = gym.make(cfg.env_name,new_step_api=True) # create env - if cfg.seed !=0: # set random seed - all_seed(env,seed = cfg.seed) - try: # state dimension - n_states = env.observation_space.n # print(hasattr(env.observation_space, 'n')) - except AttributeError: - n_states = env.observation_space.shape[0] # print(hasattr(env.observation_space, 'shape')) - n_actions = env.action_space.n # action dimension - logger.info(f"n_states: {n_states}, n_actions: {n_actions}") # print info - # update to cfg paramters - setattr(cfg, 'n_states', n_states) - setattr(cfg, 'n_actions', n_actions) - models = {'Actor':ActorSoftmax(n_states,n_actions, hidden_dim = cfg.actor_hidden_dim),'Critic':Critic(n_states,1,hidden_dim=cfg.critic_hidden_dim)} - memories = {'ACMemory':PGReplay()} - agent = A2C(models,memories,cfg) - for k,v in models.items(): - logger.info(f"{k} model name: {type(v).__name__}") - for k,v in memories.items(): - logger.info(f"{k} memory name: {type(v).__name__}") - logger.info(f"agent name: {type(agent).__name__}") - return env,agent - def train_one_episode(self, env, agent, cfg): - ep_reward = 0 # reward per episode - ep_step = 0 # step per episode - ep_entropy = 0 # entropy per episode - state = env.reset() # reset and obtain initial state - for _ in range(cfg.max_steps): - action = agent.sample_action(state) # sample action - next_state, reward, terminated, truncated , info = env.step(action) # update env and return transitions - agent.memory.push((agent.value,agent.log_prob,reward)) # save transitions - state = next_state # update state - ep_reward += reward - ep_entropy += agent.entropy - ep_step += 1 - if terminated: - break - agent.update(next_state,ep_entropy) # update agent - return agent,ep_reward,ep_step - def test_one_episode(self, env, agent, cfg): - ep_reward = 0 # reward per episode - ep_step = 0 # step per episode - state = env.reset() # reset and obtain initial state - for _ in range(cfg.max_steps): - action = agent.predict_action(state) # predict action - next_state, reward, terminated, truncated , info = env.step(action) - state = next_state - ep_reward += reward - ep_step += 1 - if terminated: - break - return agent,ep_reward,ep_step - # def train(self,cfg,env,agent,logger): - # logger.info("Start training!") - # logger.info(f"Env: {cfg.env_name}, Algorithm: {cfg.algo_name}, Device: {cfg.device}") - # rewards = [] # record rewards for all episodes - # steps = [] # record steps for all episodes - # for i_ep in range(cfg.train_eps): - # ep_reward = 0 # reward per episode - # ep_step = 0 # step per episode - # ep_entropy = 0 - # state = env.reset() # reset and obtain initial state - # for _ in range(cfg.max_steps): - # action = agent.sample_action(state) # sample action - # next_state, reward, terminated, truncated , info = env.step(action) # update env and return transitions - # agent.memory.push((agent.value,agent.log_prob,reward)) # save transitions - # state = next_state # update state - # ep_reward += reward - # ep_entropy += agent.entropy - # ep_step += 1 - # if terminated: - # break - # agent.update(next_state,ep_entropy) # update agent - # rewards.append(ep_reward) - # steps.append(ep_step) - # logger.info(f"Episode: {i_ep+1}/{cfg.train_eps}, Reward: {ep_reward:.2f}, Steps:{ep_step}") - # logger.info("Finish training!") - # return {'episodes':range(len(rewards)),'rewards':rewards,'steps':steps} - # def test(self,cfg,env,agent,logger): - # logger.info("Start testing!") - # logger.info(f"Env: {cfg.env_name}, Algorithm: {cfg.algo_name}, Device: {cfg.device}") - # rewards = [] # record rewards for all episodes - # steps = [] # record steps for all episodes - # for i_ep in range(cfg.test_eps): - # ep_reward = 0 # reward per episode - # ep_step = 0 - # state = env.reset() # reset and obtain initial state - # for _ in range(cfg.max_steps): - # action = agent.predict_action(state) # predict action - # next_state, reward, terminated, truncated , info = env.step(action) - # state = next_state - # ep_reward += reward - # ep_step += 1 - # if terminated: - # break - # rewards.append(ep_reward) - # steps.append(ep_step) - # logger.info(f"Episode: {i_ep+1}/{cfg.test_eps}, Reward: {ep_reward:.2f}, Steps:{ep_step}") - # logger.info("Finish testing!") - # env.close() - # return {'episodes':range(len(rewards)),'rewards':rewards,'steps':steps} - -if __name__ == "__main__": - main = Main() - main.run() - - - - diff --git a/projects/codes/A2C/task1.py b/projects/codes/A2C/task1.py deleted file mode 100644 index ff7c86f..0000000 --- a/projects/codes/A2C/task1.py +++ /dev/null @@ -1,142 +0,0 @@ -#!/usr/bin/env python -# coding=utf-8 -''' -Author: JiangJi -Email: johnjim0816@gmail.com -Date: 2022-10-30 01:19:43 -LastEditor: JiangJi -LastEditTime: 2022-11-01 01:21:12 -Discription: continuous action space -''' -import sys,os -os.environ["KMP_DUPLICATE_LIB_OK"] = "TRUE" # avoid "OMP: Error #15: Initializing libiomp5md.dll, but found libiomp5md.dll already initialized." -curr_path = os.path.dirname(os.path.abspath(__file__)) # current path -parent_path = os.path.dirname(curr_path) # parent path -sys.path.append(parent_path) # add path to system path - -import gym -from common.utils import all_seed,merge_class_attrs -from common.launcher import Launcher -from common.memories import PGReplay -from common.models import ActorSoftmaxTanh,Critic -from envs.register import register_env -from a2c import A2C -from config.config import GeneralConfigA2C,AlgoConfigA2C - -class Main(Launcher): - def __init__(self) -> None: - super().__init__() - self.cfgs['general_cfg'] = merge_class_attrs(self.cfgs['general_cfg'],GeneralConfigA2C()) - self.cfgs['algo_cfg'] = merge_class_attrs(self.cfgs['algo_cfg'],AlgoConfigA2C()) - def env_agent_config(self,cfg,logger): - ''' create env and agent - ''' - register_env(cfg.env_name) - env = gym.make(cfg.env_name,new_step_api=True) # create env - if cfg.seed !=0: # set random seed - all_seed(env,seed = cfg.seed) - try: # state dimension - n_states = env.observation_space.n # print(hasattr(env.observation_space, 'n')) - except AttributeError: - n_states = env.observation_space.shape[0] # print(hasattr(env.observation_space, 'shape')) - n_actions = env.action_space.n # action dimension - logger.info(f"n_states: {n_states}, n_actions: {n_actions}") # print info - # update to cfg paramters - setattr(cfg, 'n_states', n_states) - setattr(cfg, 'n_actions', n_actions) - models = {'Actor':ActorSoftmaxTanh(n_states,n_actions, hidden_dim = cfg.actor_hidden_dim),'Critic':Critic(n_states,1,hidden_dim=cfg.critic_hidden_dim)} - memories = {'ACMemory':PGReplay()} - agent = A2C(models,memories,cfg) - for k,v in models.items(): - logger.info(f"{k} model name: {type(v).__name__}") - for k,v in memories.items(): - logger.info(f"{k} memory name: {type(v).__name__}") - logger.info(f"agent name: {type(agent).__name__}") - return env,agent - def train_one_episode(self, env, agent, cfg): - ep_reward = 0 # reward per episode - ep_step = 0 # step per episode - ep_entropy = 0 # entropy per episode - state = env.reset() # reset and obtain initial state - for _ in range(cfg.max_steps): - action = agent.sample_action(state) # sample action - next_state, reward, terminated, truncated , info = env.step(action) # update env and return transitions - agent.memory.push((agent.value,agent.log_prob,reward)) # save transitions - state = next_state # update state - ep_reward += reward - ep_entropy += agent.entropy - ep_step += 1 - if terminated: - break - agent.update(next_state,ep_entropy) # update agent - return agent,ep_reward,ep_step - def test_one_episode(self, env, agent, cfg): - ep_reward = 0 # reward per episode - ep_step = 0 # step per episode - state = env.reset() # reset and obtain initial state - for _ in range(cfg.max_steps): - action = agent.predict_action(state) # predict action - next_state, reward, terminated, truncated , info = env.step(action) - state = next_state - ep_reward += reward - ep_step += 1 - if terminated: - break - return agent,ep_reward,ep_step - # def train(self,cfg,env,agent,logger): - # logger.info("Start training!") - # logger.info(f"Env: {cfg.env_name}, Algorithm: {cfg.algo_name}, Device: {cfg.device}") - # rewards = [] # record rewards for all episodes - # steps = [] # record steps for all episodes - # for i_ep in range(cfg.train_eps): - # ep_reward = 0 # reward per episode - # ep_step = 0 # step per episode - # ep_entropy = 0 - # state = env.reset() # reset and obtain initial state - # for _ in range(cfg.max_steps): - # action = agent.sample_action(state) # sample action - # next_state, reward, terminated, truncated , info = env.step(action) # update env and return transitions - # agent.memory.push((agent.value,agent.log_prob,reward)) # save transitions - # state = next_state # update state - # ep_reward += reward - # ep_entropy += agent.entropy - # ep_step += 1 - # if terminated: - # break - # agent.update(next_state,ep_entropy) # update agent - # rewards.append(ep_reward) - # steps.append(ep_step) - # logger.info(f"Episode: {i_ep+1}/{cfg.train_eps}, Reward: {ep_reward:.2f}, Steps:{ep_step}") - # logger.info("Finish training!") - # return {'episodes':range(len(rewards)),'rewards':rewards,'steps':steps} - # def test(self,cfg,env,agent,logger): - # logger.info("Start testing!") - # logger.info(f"Env: {cfg.env_name}, Algorithm: {cfg.algo_name}, Device: {cfg.device}") - # rewards = [] # record rewards for all episodes - # steps = [] # record steps for all episodes - # for i_ep in range(cfg.test_eps): - # ep_reward = 0 # reward per episode - # ep_step = 0 - # state = env.reset() # reset and obtain initial state - # for _ in range(cfg.max_steps): - # action = agent.predict_action(state) # predict action - # next_state, reward, terminated, truncated , info = env.step(action) - # state = next_state - # ep_reward += reward - # ep_step += 1 - # if terminated: - # break - # rewards.append(ep_reward) - # steps.append(ep_step) - # logger.info(f"Episode: {i_ep+1}/{cfg.test_eps}, Reward: {ep_reward:.2f}, Steps:{ep_step}") - # logger.info("Finish testing!") - # env.close() - # return {'episodes':range(len(rewards)),'rewards':rewards,'steps':steps} - -if __name__ == "__main__": - main = Main() - main.run() - - - - diff --git a/projects/codes/A2C/task2.py b/projects/codes/A2C/task2.py deleted file mode 100644 index 96c1cc2..0000000 --- a/projects/codes/A2C/task2.py +++ /dev/null @@ -1,149 +0,0 @@ -#!/usr/bin/env python -# coding=utf-8 -''' -Author: JiangJi -Email: johnjim0816@gmail.com -Date: 2022-10-30 01:19:43 -LastEditor: JiangJi -LastEditTime: 2022-11-01 00:08:22 -Discription: the only difference from task0.py is that the actor here we use ActorSoftmaxTanh instead of ActorSoftmax with ReLU -''' -import sys,os -os.environ["KMP_DUPLICATE_LIB_OK"] = "TRUE" # avoid "OMP: Error #15: Initializing libiomp5md.dll, but found libiomp5md.dll already initialized." -curr_path = os.path.dirname(os.path.abspath(__file__)) # current path -parent_path = os.path.dirname(curr_path) # parent path -sys.path.append(parent_path) # add path to system path - -import gym -import torch -import numpy as np -from common.utils import all_seed,merge_class_attrs -from common.launcher import Launcher -from common.memories import PGReplay -from common.models import ActorNormal,Critic -from envs.register import register_env -from a2c import A2C -from config.config import GeneralConfigA2C,AlgoConfigA2C - -class Main(Launcher): - def __init__(self) -> None: - super().__init__() - self.cfgs['general_cfg'] = merge_class_attrs(self.cfgs['general_cfg'],GeneralConfigA2C()) - self.cfgs['algo_cfg'] = merge_class_attrs(self.cfgs['algo_cfg'],AlgoConfigA2C()) - def env_agent_config(self,cfg,logger): - ''' create env and agent - ''' - register_env(cfg.env_name) - env = gym.make(cfg.env_name,new_step_api=True) # create env - if cfg.seed !=0: # set random seed - all_seed(env,seed = cfg.seed) - try: # state dimension - n_states = env.observation_space.n # print(hasattr(env.observation_space, 'n')) - except AttributeError: - n_states = env.observation_space.shape[0] # print(hasattr(env.observation_space, 'shape')) - try: - n_actions = env.action_space.n # action dimension - except AttributeError: - n_actions = env.action_space.shape[0] - logger.info(f"action bound: {abs(env.action_space.low.item())}") - setattr(cfg, 'action_bound', abs(env.action_space.low.item())) - logger.info(f"n_states: {n_states}, n_actions: {n_actions}") # print info - # update to cfg paramters - setattr(cfg, 'n_states', n_states) - setattr(cfg, 'n_actions', n_actions) - models = {'Actor':ActorNormal(n_states,n_actions, hidden_dim = cfg.actor_hidden_dim),'Critic':Critic(n_states,1,hidden_dim=cfg.critic_hidden_dim)} - memories = {'ACMemory':PGReplay()} - agent = A2C(models,memories,cfg) - for k,v in models.items(): - logger.info(f"{k} model name: {type(v).__name__}") - for k,v in memories.items(): - logger.info(f"{k} memory name: {type(v).__name__}") - logger.info(f"agent name: {type(agent).__name__}") - return env,agent - def train_one_episode(self, env, agent, cfg): - ep_reward = 0 # reward per episode - ep_step = 0 # step per episode - ep_entropy = 0 # entropy per episode - state = env.reset() # reset and obtain initial state - for _ in range(cfg.max_steps): - action = agent.sample_action(state) # sample action - next_state, reward, terminated, truncated , info = env.step(action) # update env and return transitions - agent.memory.push((agent.value,agent.log_prob,reward)) # save transitions - state = next_state # update state - ep_reward += reward - ep_entropy += agent.entropy - ep_step += 1 - if terminated: - break - agent.update(next_state,ep_entropy) # update agent - return agent,ep_reward,ep_step - def test_one_episode(self, env, agent, cfg): - ep_reward = 0 # reward per episode - ep_step = 0 # step per episode - state = env.reset() # reset and obtain initial state - for _ in range(cfg.max_steps): - action = agent.predict_action(state) # predict action - next_state, reward, terminated, truncated , info = env.step(action) - state = next_state - ep_reward += reward - ep_step += 1 - if terminated: - break - return agent,ep_reward,ep_step - # def train(self,cfg,env,agent,logger): - # logger.info("Start training!") - # logger.info(f"Env: {cfg.env_name}, Algorithm: {cfg.algo_name}, Device: {cfg.device}") - # rewards = [] # record rewards for all episodes - # steps = [] # record steps for all episodes - # for i_ep in range(cfg.train_eps): - # ep_reward = 0 # reward per episode - # ep_step = 0 # step per episode - # ep_entropy = 0 - # state = env.reset() # reset and obtain initial state - # for _ in range(cfg.max_steps): - # action = agent.sample_action(state) # sample action - # next_state, reward, terminated, truncated , info = env.step(action) # update env and return transitions - # agent.memory.push((agent.value,agent.log_prob,reward)) # save transitions - # state = next_state # update state - # ep_reward += reward - # ep_entropy += agent.entropy - # ep_step += 1 - # if terminated: - # break - # agent.update(next_state,ep_entropy) # update agent - # rewards.append(ep_reward) - # steps.append(ep_step) - # logger.info(f"Episode: {i_ep+1}/{cfg.train_eps}, Reward: {ep_reward:.2f}, Steps:{ep_step}") - # logger.info("Finish training!") - # return {'episodes':range(len(rewards)),'rewards':rewards,'steps':steps} - # def test(self,cfg,env,agent,logger): - # logger.info("Start testing!") - # logger.info(f"Env: {cfg.env_name}, Algorithm: {cfg.algo_name}, Device: {cfg.device}") - # rewards = [] # record rewards for all episodes - # steps = [] # record steps for all episodes - # for i_ep in range(cfg.test_eps): - # ep_reward = 0 # reward per episode - # ep_step = 0 - # state = env.reset() # reset and obtain initial state - # for _ in range(cfg.max_steps): - # action = agent.predict_action(state) # predict action - # next_state, reward, terminated, truncated , info = env.step(action) - # state = next_state - # ep_reward += reward - # ep_step += 1 - # if terminated: - # break - # rewards.append(ep_reward) - # steps.append(ep_step) - # logger.info(f"Episode: {i_ep+1}/{cfg.test_eps}, Reward: {ep_reward:.2f}, Steps:{ep_step}") - # logger.info("Finish testing!") - # env.close() - # return {'episodes':range(len(rewards)),'rewards':rewards,'steps':steps} - -if __name__ == "__main__": - main = Main() - main.run() - - - - diff --git a/projects/codes/A3C/README.md b/projects/codes/A3C/README.md deleted file mode 100644 index 5856b80..0000000 --- a/projects/codes/A3C/README.md +++ /dev/null @@ -1,5 +0,0 @@ -## A2C - - - -https://towardsdatascience.com/understanding-actor-critic-methods-931b97b6df3f \ No newline at end of file diff --git a/projects/codes/A3C/a3c.py b/projects/codes/A3C/a3c.py deleted file mode 100644 index ba0ed7c..0000000 --- a/projects/codes/A3C/a3c.py +++ /dev/null @@ -1,56 +0,0 @@ -#!/usr/bin/env python -# coding=utf-8 -''' -Author: JiangJi -Email: johnjim0816@gmail.com -Date: 2021-05-03 22:16:08 -LastEditor: JiangJi -LastEditTime: 2022-07-20 23:54:40 -Discription: -Environment: -''' -import torch -import torch.optim as optim -import torch.nn as nn -import torch.nn.functional as F -from torch.distributions import Categorical - -class ActorCritic(nn.Module): - ''' A2C网络模型,包含一个Actor和Critic - ''' - def __init__(self, input_dim, output_dim, hidden_dim): - super(ActorCritic, self).__init__() - self.critic = nn.Sequential( - nn.Linear(input_dim, hidden_dim), - nn.ReLU(), - nn.Linear(hidden_dim, 1) - ) - - self.actor = nn.Sequential( - nn.Linear(input_dim, hidden_dim), - nn.ReLU(), - nn.Linear(hidden_dim, output_dim), - nn.Softmax(dim=1), - ) - - def forward(self, x): - value = self.critic(x) - probs = self.actor(x) - dist = Categorical(probs) - return dist, value -class A2C: - ''' A2C算法 - ''' - def __init__(self,n_states,n_actions,cfg) -> None: - self.gamma = cfg.gamma - self.device = torch.device(cfg.device) - self.model = ActorCritic(n_states, n_actions, cfg.hidden_size).to(self.device) - self.optimizer = optim.Adam(self.model.parameters()) - - def compute_returns(self,next_value, rewards, masks): - R = next_value - returns = [] - for step in reversed(range(len(rewards))): - R = rewards[step] + self.gamma * R * masks[step] - returns.insert(0, R) - return returns \ No newline at end of file diff --git a/projects/codes/A3C/outputs/CartPole-v0/20220713-221850/results/params.json b/projects/codes/A3C/outputs/CartPole-v0/20220713-221850/results/params.json deleted file mode 100644 index 2773964..0000000 --- a/projects/codes/A3C/outputs/CartPole-v0/20220713-221850/results/params.json +++ /dev/null @@ -1,14 +0,0 @@ -{ - "algo_name": "A2C", - "env_name": "CartPole-v0", - "n_envs": 8, - "max_steps": 20000, - "n_steps": 5, - "gamma": 0.99, - "lr": 0.001, - "hidden_dim": 256, - "deivce": "cpu", - "result_path": 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