From dc786982626eaf6663e7ed33d5a99d9119d207f0 Mon Sep 17 00:00:00 2001 From: johnjim0816 Date: Sun, 6 Nov 2022 12:15:36 +0800 Subject: [PATCH] =?UTF-8?q?=E6=9B=B4=E6=96=B0=E7=AE=97=E6=B3=95=E6=A8=A1?= =?UTF-8?q?=E7=89=88?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- projects/README.md | 60 +- projects/assets/pseudocodes/pseudocodes.pdf | Bin 132850 -> 146976 bytes projects/assets/pseudocodes/pseudocodes.tex | 66 +- projects/codes/A2C/README.md | 7 + .../config.yaml | 24 + .../logs/log.txt | 23 + .../models/actor_checkpoint.pt | Bin 0 -> 272215 bytes .../models/critic_checkpoint.pt | Bin 0 -> 271191 bytes .../results/learning_curve.png | Bin 0 -> 34730 bytes .../results/res.csv | 21 + .../config.yaml | 25 + .../logs/log.txt | 28 + .../models/actor_checkpoint.pt | Bin 0 -> 272215 bytes .../models/critic_checkpoint.pt | Bin 0 -> 271191 bytes .../results/learning_curve.png | Bin 0 -> 32123 bytes .../results/res.csv} | 20 +- .../config.yaml 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projects/notebooks/PolicyGradient.ipynb delete mode 100644 projects/notebooks/figs/dqn_pseu.png create mode 100644 projects/parl_tutorials/DDPG.ipynb create mode 100644 projects/parl_tutorials/DQN.ipynb create mode 100644 projects/parl_tutorials/README.md create mode 100644 projects/parl_tutorials/parl_requirements.txt diff --git a/projects/README.md b/projects/README.md index fcee9df..276c7e5 100644 --- a/projects/README.md +++ b/projects/README.md @@ -1,4 +1,4 @@ -## 0、写在前面 +## 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**。 @@ -6,7 +6,7 @@ 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 +## 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 @@ -18,7 +18,7 @@ * ```[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 +## 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 @@ -26,26 +26,27 @@ | :-------------------------------------: | :----------------------------------------------------------: | :--: | | [Policy Gradient](codes/PolicyGradient) | [Policy Gradient paper](https://proceedings.neurips.cc/paper/1999/file/464d828b85b0bed98e80ade0a5c43b0f-Paper.pdf) | | | DQN-CNN | | 待更 | +| [DoubleDQN](codes/DoubleDQN) | [Double DQN Paper](https://arxiv.org/abs/1509.06461) | | | [SoftQ](codes/SoftQ) | [Soft Q-learning paper](https://arxiv.org/abs/1702.08165) | | | [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 +## 3. 算法环境 算法环境说明请跳转[env](./codes/envs/README.md) -## 4、运行环境 +## 4. 运行环境 -主要依赖:Python 3.7、PyTorch 1.10.0、Gym 0.21.0。 +主要依赖:Python 3.7、PyTorch 1.10.0、Gym 0.25.2。 -### 4.1、创建Conda环境 +### 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 +### 4.2. 安装Torch 安装CPU版本: ```bash @@ -63,30 +64,49 @@ conda install pytorch==1.10.0 torchvision==0.11.0 torchaudio==0.10.0 cudatoolkit ```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、安装其他依赖 - -项目根目录下执行: -```bash -pip install -r requirements.txt -``` -### 4.4、检验CUDA版本Torch安装 +### 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 -## 5、使用说明 +```bash +pip install gym==0.25.2 +``` +如需安装Atari环境,则需另外安装 -对于[codes](./codes/): -* 运行带有```main.py```脚本 -* 执行[scripts](codes\scripts)下对应的Bash脚本,例如```sh codes/scripts/DQN_task0.sh```,推荐创建名为"easyrl"的conda环境,否则需要更改sh脚本相关信息。对于Windows系统,建议安装Git(不要更改默认安装路径,否则VS Code可能不会显示Git Bash)然后使用git bash终端,而非PowerShell或者cmd终端! +```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 +## 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 index b34cabc85493418af3b30bfb9fee5ec401e3b272..cfe734a1da3cacc9b86d75cd596ff8a69f07e93a 100644 GIT binary patch delta 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zLA!ka&iKXP&v~t-SCbq39{84PHs0)KAQSV8+-aPT%;5LnTIA2Y)fj`J$iKA_EPPx| zG?8|qX5%&X21C(DScXmndKXQfDd_iEFMe@pjQenO?=D^2m;VXK`E!rx|BpK)y5jKn zrYil&g8X6SxCkw59A4OhCu-lN_bb_W^cYo5UWrC#ROAoql_zA6>qGMCGIy(7OaC@s)-lK0W= ziDKPP>b&GI?~~g_)A`HC+`P8(sAn%lZ>kU55=No4t?=M&ROVsrR>Z|^#P2=IIITo2 mW@HPNA+1I*L(iCQv{ww^dtq2IG%gNa4o*~BT4_}o)c*lSGod5^ diff --git a/projects/assets/pseudocodes/pseudocodes.tex b/projects/assets/pseudocodes/pseudocodes.tex index 929453a..7af7feb 100644 --- a/projects/assets/pseudocodes/pseudocodes.tex +++ b/projects/assets/pseudocodes/pseudocodes.tex @@ -38,13 +38,14 @@ \clearpage \section{模版备用} \begin{algorithm}[H] % [H]固定位置 - \floatname{algorithm}{{算法}} + \floatname{algorithm}{{算法}\footnotemark[1]} \renewcommand{\thealgorithm}{} % 去掉算法标号 \caption{} \begin{algorithmic}[1] % [1]显示步数 \STATE 测试 \end{algorithmic} \end{algorithm} +\footnotetext[1]{脚注} \clearpage \section{Q learning算法} \begin{algorithm}[H] % [H]固定位置 @@ -55,7 +56,7 @@ \STATE 初始化Q表$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 = $1,t$} + \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:} @@ -134,7 +135,7 @@ \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 = $1,t$} + \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 @@ -164,6 +165,65 @@ \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] diff --git a/projects/codes/A2C/README.md b/projects/codes/A2C/README.md new file mode 100644 index 0000000..5252838 --- /dev/null +++ b/projects/codes/A2C/README.md @@ -0,0 +1,7 @@ +## 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 new file mode 100644 index 0000000..865f5bb --- /dev/null +++ b/projects/codes/A2C/Test_CartPole-v1_A2C_20221030-212553/config.yaml @@ -0,0 +1,24 @@ +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 new file mode 100644 index 0000000..0ecfa0a --- /dev/null +++ b/projects/codes/A2C/Test_CartPole-v1_A2C_20221030-212553/logs/log.txt @@ -0,0 +1,23 @@ +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 new file mode 100644 index 0000000000000000000000000000000000000000..89d085435acee6e45f133fde5382b0281ac3d7c8 GIT binary patch literal 272215 zcmb5V2~v`6H{eNry?pk-;sepGOp@1c&-X&ibcOF}#O|RQElm;c^~w z-PeE>fqs^z;qp!r*~svoE{+l>iIk&kLb!sXtfN#yxMEV!zvw7MhWBy}@9pug{{D-T 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100644 index 0000000..ce0e7d1 --- /dev/null +++ b/projects/codes/A2C/Test_CartPole-v1_A2C_20221030-212553/results/res.csv @@ -0,0 +1,21 @@ +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 new file mode 100644 index 0000000..709a1e3 --- /dev/null +++ b/projects/codes/A2C/Test_CartPole-v1_A2C_20221031-233316/config.yaml @@ -0,0 +1,25 @@ +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 new file mode 100644 index 0000000..d84edb2 --- /dev/null +++ b/projects/codes/A2C/Test_CartPole-v1_A2C_20221031-233316/logs/log.txt @@ -0,0 +1,28 @@ +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 new file mode 100644 index 0000000000000000000000000000000000000000..05bd7b6f91ae163630756d6858a20b014e891604 GIT binary patch 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 z%u}eNw{wG57-#sZ?n!X 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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 new file mode 100644 index 0000000..18436c8 --- /dev/null +++ b/projects/codes/A2C/Train_CartPole-v1_A2C_20221031-232138/logs/log.txt @@ -0,0 +1,1086 @@ +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: - Episode: 4/1000, Reward: 11.0, Step: 11 +2022-10-31 23:21:41 - r - INFO: - Episode: 5/1000, Reward: 14.0, Step: 14 +2022-10-31 23:21:41 - r - INFO: - Current episode 5 has the best eval reward: 19.90 +2022-10-31 23:21:41 - r - INFO: - Episode: 6/1000, Reward: 11.0, Step: 11 +2022-10-31 23:21:41 - r - INFO: - Episode: 7/1000, Reward: 23.0, Step: 23 +2022-10-31 23:21:41 - r - INFO: - Episode: 8/1000, Reward: 27.0, Step: 27 +2022-10-31 23:21:41 - r - INFO: - Episode: 9/1000, Reward: 10.0, Step: 10 +2022-10-31 23:21:41 - r - INFO: - Episode: 10/1000, Reward: 21.0, Step: 21 +2022-10-31 23:21:41 - r - INFO: - Episode: 11/1000, Reward: 15.0, Step: 15 +2022-10-31 23:21:41 - r - INFO: - Episode: 12/1000, Reward: 26.0, Step: 26 +2022-10-31 23:21:41 - r - INFO: - Episode: 13/1000, Reward: 22.0, Step: 22 +2022-10-31 23:21:41 - r - INFO: - Episode: 14/1000, Reward: 14.0, Step: 14 +2022-10-31 23:21:41 - r - INFO: - Episode: 15/1000, Reward: 14.0, Step: 14 +2022-10-31 23:21:41 - r - INFO: - Episode: 16/1000, Reward: 21.0, Step: 21 +2022-10-31 23:21:41 - r - INFO: - Episode: 17/1000, Reward: 10.0, Step: 10 +2022-10-31 23:21:42 - r - INFO: - Episode: 18/1000, Reward: 19.0, Step: 19 +2022-10-31 23:21:42 - r - INFO: - Episode: 19/1000, Reward: 18.0, Step: 18 +2022-10-31 23:21:42 - r - INFO: - Episode: 20/1000, Reward: 26.0, Step: 26 +2022-10-31 23:21:42 - r - INFO: - Current episode 20 has the best eval reward: 21.50 +2022-10-31 23:21:42 - r - INFO: - Episode: 21/1000, Reward: 29.0, Step: 29 +2022-10-31 23:21:42 - r - INFO: - Episode: 22/1000, Reward: 40.0, Step: 40 +2022-10-31 23:21:42 - r - INFO: - Episode: 23/1000, Reward: 35.0, Step: 35 +2022-10-31 23:21:42 - r - INFO: - Episode: 24/1000, Reward: 33.0, Step: 33 +2022-10-31 23:21:42 - r - INFO: - Episode: 25/1000, Reward: 47.0, Step: 47 +2022-10-31 23:21:43 - r - INFO: - Current episode 25 has the best eval reward: 31.90 +2022-10-31 23:21:43 - r - INFO: - Episode: 26/1000, Reward: 50.0, Step: 50 +2022-10-31 23:21:43 - r - INFO: - Episode: 27/1000, Reward: 21.0, Step: 21 +2022-10-31 23:21:43 - r - INFO: - Episode: 28/1000, Reward: 30.0, Step: 30 +2022-10-31 23:21:43 - r - INFO: - Episode: 29/1000, Reward: 26.0, Step: 26 +2022-10-31 23:21:43 - r - INFO: - Episode: 30/1000, Reward: 40.0, Step: 40 +2022-10-31 23:21:43 - r - INFO: - Current episode 30 has the best eval reward: 56.70 +2022-10-31 23:21:43 - r - INFO: - Episode: 31/1000, Reward: 31.0, Step: 31 +2022-10-31 23:21:43 - r - INFO: - Episode: 32/1000, Reward: 54.0, Step: 54 +2022-10-31 23:21:43 - r - INFO: - Episode: 33/1000, Reward: 59.0, Step: 59 +2022-10-31 23:21:44 - r - INFO: - Episode: 34/1000, Reward: 50.0, Step: 50 +2022-10-31 23:21:44 - r - INFO: - Episode: 35/1000, Reward: 26.0, Step: 26 +2022-10-31 23:21:44 - r - INFO: - Episode: 36/1000, Reward: 34.0, Step: 34 +2022-10-31 23:21:44 - r - INFO: - Episode: 37/1000, Reward: 25.0, Step: 25 +2022-10-31 23:21:44 - r - INFO: - Episode: 38/1000, Reward: 166.0, 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+2022-10-31 23:21:46 - r - INFO: - Episode: 52/1000, Reward: 49.0, Step: 49 +2022-10-31 23:21:46 - r - INFO: - Episode: 53/1000, Reward: 47.0, Step: 47 +2022-10-31 23:21:46 - r - INFO: - Episode: 54/1000, Reward: 37.0, Step: 37 +2022-10-31 23:21:46 - r - INFO: - Episode: 55/1000, Reward: 32.0, Step: 32 +2022-10-31 23:21:47 - r - INFO: - Current episode 55 has the best eval reward: 85.50 +2022-10-31 23:21:47 - r - INFO: - Episode: 56/1000, Reward: 31.0, Step: 31 +2022-10-31 23:21:47 - r - INFO: - Episode: 57/1000, Reward: 33.0, Step: 33 +2022-10-31 23:21:47 - r - INFO: - Episode: 58/1000, Reward: 93.0, Step: 93 +2022-10-31 23:21:47 - r - INFO: - Episode: 59/1000, Reward: 60.0, Step: 60 +2022-10-31 23:21:48 - r - INFO: - Episode: 60/1000, Reward: 128.0, Step: 128 +2022-10-31 23:21:48 - r - INFO: - Episode: 61/1000, Reward: 200.0, Step: 200 +2022-10-31 23:21:48 - r - INFO: - Episode: 62/1000, Reward: 47.0, Step: 47 +2022-10-31 23:21:48 - r - INFO: - Episode: 63/1000, Reward: 47.0, Step: 47 +2022-10-31 23:21:49 - r - INFO: - Episode: 64/1000, Reward: 63.0, Step: 63 +2022-10-31 23:21:49 - r - INFO: - Episode: 65/1000, Reward: 68.0, Step: 68 +2022-10-31 23:21:49 - r - INFO: - Episode: 66/1000, Reward: 45.0, Step: 45 +2022-10-31 23:21:49 - r - INFO: - Episode: 67/1000, Reward: 101.0, Step: 101 +2022-10-31 23:21:49 - r - INFO: - Episode: 68/1000, Reward: 47.0, Step: 47 +2022-10-31 23:21:49 - r - INFO: - Episode: 69/1000, Reward: 49.0, Step: 49 +2022-10-31 23:21:50 - r - INFO: - Episode: 70/1000, Reward: 54.0, Step: 54 +2022-10-31 23:21:50 - r - INFO: - Episode: 71/1000, Reward: 42.0, Step: 42 +2022-10-31 23:21:50 - r - INFO: - Episode: 72/1000, Reward: 77.0, Step: 77 +2022-10-31 23:21:50 - r - INFO: - Episode: 73/1000, Reward: 67.0, Step: 67 +2022-10-31 23:21:50 - r - INFO: - Episode: 74/1000, Reward: 41.0, Step: 41 +2022-10-31 23:21:51 - r - INFO: - Episode: 75/1000, Reward: 89.0, Step: 89 +2022-10-31 23:21:51 - r - INFO: - Episode: 76/1000, Reward: 51.0, Step: 51 +2022-10-31 23:21:51 - r - INFO: - Episode: 77/1000, Reward: 54.0, Step: 54 +2022-10-31 23:21:51 - r - INFO: - Episode: 78/1000, Reward: 37.0, Step: 37 +2022-10-31 23:21:51 - r - INFO: - Episode: 79/1000, Reward: 49.0, Step: 49 +2022-10-31 23:21:51 - r - INFO: - Episode: 80/1000, Reward: 46.0, Step: 46 +2022-10-31 23:21:52 - r - INFO: - Episode: 81/1000, Reward: 31.0, Step: 31 +2022-10-31 23:21:52 - r - INFO: - Episode: 82/1000, Reward: 43.0, Step: 43 +2022-10-31 23:21:52 - r - INFO: - Episode: 83/1000, Reward: 60.0, Step: 60 +2022-10-31 23:21:52 - r - INFO: - Episode: 84/1000, Reward: 41.0, Step: 41 +2022-10-31 23:21:52 - r - INFO: - Episode: 85/1000, Reward: 40.0, Step: 40 +2022-10-31 23:21:52 - r - INFO: - Episode: 86/1000, Reward: 28.0, Step: 28 +2022-10-31 23:21:52 - r - INFO: - Episode: 87/1000, Reward: 50.0, Step: 50 +2022-10-31 23:21:53 - r - INFO: - Episode: 88/1000, Reward: 159.0, Step: 159 +2022-10-31 23:21:53 - r - INFO: - Episode: 89/1000, Reward: 30.0, Step: 30 +2022-10-31 23:21:53 - r - INFO: - Episode: 90/1000, Reward: 34.0, Step: 34 +2022-10-31 23:21:53 - r - INFO: - Episode: 91/1000, Reward: 70.0, Step: 70 +2022-10-31 23:21:53 - r - INFO: - Episode: 92/1000, Reward: 22.0, Step: 22 +2022-10-31 23:21:53 - r - INFO: - Episode: 93/1000, Reward: 39.0, Step: 39 +2022-10-31 23:21:53 - r - INFO: - Episode: 94/1000, Reward: 50.0, Step: 50 +2022-10-31 23:21:53 - r - INFO: - Episode: 95/1000, Reward: 40.0, Step: 40 +2022-10-31 23:21:54 - r - INFO: - Episode: 96/1000, Reward: 37.0, Step: 37 +2022-10-31 23:21:54 - r - INFO: - Episode: 97/1000, Reward: 121.0, Step: 121 +2022-10-31 23:21:54 - r - INFO: - Episode: 98/1000, Reward: 26.0, Step: 26 +2022-10-31 23:21:54 - r - INFO: - Episode: 99/1000, Reward: 40.0, Step: 40 +2022-10-31 23:21:54 - r - INFO: - Episode: 100/1000, Reward: 30.0, Step: 30 +2022-10-31 23:21:55 - r - INFO: - Episode: 101/1000, Reward: 35.0, Step: 35 +2022-10-31 23:21:55 - r - INFO: - Episode: 102/1000, Reward: 40.0, Step: 40 +2022-10-31 23:21:55 - r - INFO: - Episode: 103/1000, Reward: 28.0, Step: 28 +2022-10-31 23:21:55 - r - INFO: - Episode: 104/1000, Reward: 29.0, Step: 29 +2022-10-31 23:21:55 - r - INFO: - Episode: 105/1000, Reward: 42.0, Step: 42 +2022-10-31 23:21:55 - r - INFO: - Episode: 106/1000, Reward: 54.0, Step: 54 +2022-10-31 23:21:55 - r - INFO: - Episode: 107/1000, Reward: 25.0, Step: 25 +2022-10-31 23:21:55 - r - INFO: - Episode: 108/1000, Reward: 47.0, Step: 47 +2022-10-31 23:21:55 - r - INFO: - Episode: 109/1000, Reward: 32.0, Step: 32 +2022-10-31 23:21:55 - r - INFO: - Episode: 110/1000, Reward: 50.0, Step: 50 +2022-10-31 23:21:56 - r - INFO: - Episode: 111/1000, Reward: 30.0, Step: 30 +2022-10-31 23:21:56 - r - INFO: - Episode: 112/1000, Reward: 58.0, Step: 58 +2022-10-31 23:21:56 - r - INFO: - Episode: 113/1000, Reward: 32.0, Step: 32 +2022-10-31 23:21:56 - r - INFO: - Episode: 114/1000, Reward: 43.0, Step: 43 +2022-10-31 23:21:56 - r - INFO: - Episode: 115/1000, Reward: 57.0, Step: 57 +2022-10-31 23:21:56 - r - INFO: - Episode: 116/1000, Reward: 20.0, Step: 20 +2022-10-31 23:21:57 - r - INFO: - Episode: 117/1000, Reward: 48.0, Step: 48 +2022-10-31 23:21:57 - r - INFO: - Episode: 118/1000, Reward: 45.0, Step: 45 +2022-10-31 23:21:57 - r - INFO: - Episode: 119/1000, Reward: 47.0, Step: 47 +2022-10-31 23:21:57 - r - INFO: - Episode: 120/1000, Reward: 69.0, Step: 69 +2022-10-31 23:21:57 - r - INFO: - Episode: 121/1000, Reward: 34.0, Step: 34 +2022-10-31 23:21:57 - r - INFO: - Episode: 122/1000, Reward: 22.0, Step: 22 +2022-10-31 23:21:57 - r - INFO: - Episode: 123/1000, Reward: 22.0, Step: 22 +2022-10-31 23:21:57 - r - INFO: - Episode: 124/1000, Reward: 38.0, Step: 38 +2022-10-31 23:21:57 - r - INFO: - Episode: 125/1000, Reward: 36.0, Step: 36 +2022-10-31 23:21:58 - r - INFO: - Episode: 126/1000, Reward: 41.0, Step: 41 +2022-10-31 23:21:58 - r - INFO: - Episode: 127/1000, Reward: 28.0, Step: 28 +2022-10-31 23:21:58 - r - INFO: - Episode: 128/1000, Reward: 35.0, Step: 35 +2022-10-31 23:21:58 - r - INFO: - Episode: 129/1000, 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, 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+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, 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+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 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has the best eval reward: 200.00 +2022-10-31 23:27:51 - r - INFO: - Episode: 966/1000, Reward: 200.0, Step: 200 +2022-10-31 23:27:51 - r - INFO: - Episode: 967/1000, Reward: 200.0, Step: 200 +2022-10-31 23:27:52 - r - INFO: - Episode: 968/1000, Reward: 200.0, Step: 200 +2022-10-31 23:27:52 - r - INFO: - Episode: 969/1000, Reward: 200.0, Step: 200 +2022-10-31 23:27:53 - r - INFO: - Episode: 970/1000, Reward: 200.0, Step: 200 +2022-10-31 23:27:53 - r - INFO: - Current episode 970 has the best eval reward: 200.00 +2022-10-31 23:27:54 - r - INFO: - Episode: 971/1000, Reward: 200.0, Step: 200 +2022-10-31 23:27:54 - r - INFO: - Episode: 972/1000, Reward: 200.0, Step: 200 +2022-10-31 23:27:55 - r - INFO: - Episode: 973/1000, Reward: 200.0, Step: 200 +2022-10-31 23:27:55 - r - INFO: - Episode: 974/1000, Reward: 161.0, Step: 161 +2022-10-31 23:27:55 - r - INFO: - Episode: 975/1000, Reward: 200.0, Step: 200 +2022-10-31 23:27:57 - r - INFO: - Episode: 976/1000, Reward: 200.0, Step: 200 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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.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']) + 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) - value = self.critic(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 + # 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): - 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().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 + 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) @@ -36,9 +81,7 @@ class A2C: 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() tot_loss = actor_loss + critic_loss + 0.001 * entropy diff --git a/projects/codes/A2C/a2c_2.py b/projects/codes/A2C/a2c_2.py index 74e2cfe..e29acdc 100644 --- a/projects/codes/A2C/a2c_2.py +++ b/projects/codes/A2C/a2c_2.py @@ -1,14 +1,24 @@ +#!/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.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']) + 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 diff --git a/projects/codes/A2C/config/CartPole-v1_A2C_Test.yaml b/projects/codes/A2C/config/CartPole-v1_A2C_Test.yaml new file mode 100644 index 0000000..d148bb0 --- /dev/null +++ b/projects/codes/A2C/config/CartPole-v1_A2C_Test.yaml @@ -0,0 +1,21 @@ +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 new file mode 100644 index 0000000..f79f148 --- /dev/null +++ b/projects/codes/A2C/config/CartPole-v1_A2C_Train.yaml @@ -0,0 +1,19 @@ +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 new file mode 100644 index 0000000..a1680c9 --- /dev/null +++ b/projects/codes/A2C/config/Pendulum-v1_A2C_Train.yaml @@ -0,0 +1,21 @@ +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 new file mode 100644 index 0000000..a552d38 --- /dev/null +++ b/projects/codes/A2C/config/config.py @@ -0,0 +1,38 @@ +#!/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/main.py b/projects/codes/A2C/main.py deleted file mode 100644 index e5585e8..0000000 --- a/projects/codes/A2C/main.py +++ /dev/null @@ -1,121 +0,0 @@ -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 ActorSoftmax,Critic -from envs.register import register_env -from a2c import A2C - -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=1600,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('--actor_lr',default=3e-4,type=float,help="learning rate of actor") - parser.add_argument('--critic_lr',default=1e-3,type=float,help="learning rate of critic") - parser.add_argument('--actor_hidden_dim',default=256,type=int,help="hidden of actor net") - parser.add_argument('--critic_hidden_dim',default=256,type=int,help="hidden of critic net") - 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 = {'Actor':ActorSoftmax(cfg['n_states'],cfg['n_actions'], hidden_dim = cfg['actor_hidden_dim']),'Critic':Critic(cfg['n_states'],1,hidden_dim=cfg['critic_hidden_dim'])} - memories = {'ACMemory':PGReplay()} - agent = A2C(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/main2.py b/projects/codes/A2C/main2.py index c81754f..60bd7c2 100644 --- a/projects/codes/A2C/main2.py +++ b/projects/codes/A2C/main2.py @@ -1,3 +1,13 @@ +#!/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 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b/projects/codes/A2C/task0.py @@ -0,0 +1,142 @@ +#!/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 new file mode 100644 index 0000000..ff7c86f --- /dev/null +++ b/projects/codes/A2C/task1.py @@ -0,0 +1,142 @@ +#!/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 new file mode 100644 index 0000000..96c1cc2 --- /dev/null +++ b/projects/codes/A2C/task2.py @@ -0,0 +1,149 @@ +#!/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/DDPG/ddpg.py b/projects/codes/DDPG/ddpg.py index 93894e3..246966b 100644 --- a/projects/codes/DDPG/ddpg.py +++ b/projects/codes/DDPG/ddpg.py @@ -5,7 +5,7 @@ @Email: johnjim0816@gmail.com @Date: 2020-06-09 20:25:52 @LastEditor: John -LastEditTime: 2022-06-09 19:04:44 +LastEditTime: 2022-09-27 15:43:21 @Discription: @Environment: python 3.7.7 ''' @@ -14,96 +14,45 @@ import numpy as np import torch import torch.nn as nn import torch.optim as optim -import torch.nn.functional as F -class ReplayBuffer: - def __init__(self, capacity): - self.capacity = capacity # 经验回放的容量 - self.buffer = [] # 缓冲区 - self.position = 0 - - def push(self, state, action, reward, next_state, done): - ''' 缓冲区是一个队列,容量超出时去掉开始存入的转移(transition) - ''' - if len(self.buffer) < self.capacity: - self.buffer.append(None) - self.buffer[self.position] = (state, action, reward, next_state, done) - self.position = (self.position + 1) % self.capacity - - def sample(self, batch_size): - batch = random.sample(self.buffer, batch_size) # 随机采出小批量转移 - state, action, reward, next_state, done = zip(*batch) # 解压成状态,动作等 - return state, action, reward, next_state, done - - def __len__(self): - ''' 返回当前存储的量 - ''' - return len(self.buffer) -class Actor(nn.Module): - def __init__(self, n_states, n_actions, hidden_dim, init_w=3e-3): - super(Actor, self).__init__() - self.linear1 = nn.Linear(n_states, hidden_dim) - self.linear2 = nn.Linear(hidden_dim, hidden_dim) - self.linear3 = nn.Linear(hidden_dim, n_actions) - - self.linear3.weight.data.uniform_(-init_w, init_w) - self.linear3.bias.data.uniform_(-init_w, init_w) - - def forward(self, x): - x = F.relu(self.linear1(x)) - x = F.relu(self.linear2(x)) - x = torch.tanh(self.linear3(x)) - return x -class Critic(nn.Module): - def __init__(self, n_states, n_actions, hidden_dim, init_w=3e-3): - super(Critic, self).__init__() - - self.linear1 = nn.Linear(n_states + n_actions, hidden_dim) - self.linear2 = nn.Linear(hidden_dim, hidden_dim) - self.linear3 = nn.Linear(hidden_dim, 1) - # 随机初始化为较小的值 - self.linear3.weight.data.uniform_(-init_w, init_w) - self.linear3.bias.data.uniform_(-init_w, init_w) - - def forward(self, state, action): - # 按维数1拼接 - x = torch.cat([state, action], 1) - x = F.relu(self.linear1(x)) - x = F.relu(self.linear2(x)) - x = self.linear3(x) - return x -class DDPG: - def __init__(self, n_states, n_actions, cfg): - self.device = torch.device(cfg.device) - self.critic = Critic(n_states, n_actions, cfg.hidden_dim).to(self.device) - self.actor = Actor(n_states, n_actions, cfg.hidden_dim).to(self.device) - self.target_critic = Critic(n_states, n_actions, cfg.hidden_dim).to(self.device) - self.target_actor = Actor(n_states, n_actions, cfg.hidden_dim).to(self.device) - # 复制参数到目标网络 +class DDPG: + def __init__(self, models,memories,cfg): + self.device = torch.device(cfg['device']) + self.critic = models['critic'].to(self.device) + self.target_critic = models['critic'].to(self.device) + self.actor = models['actor'].to(self.device) + self.target_actor = models['actor'].to(self.device) + # copy weights from critic to target_critic for target_param, param in zip(self.target_critic.parameters(), self.critic.parameters()): target_param.data.copy_(param.data) + # copy weights from actor to target_actor for target_param, param in zip(self.target_actor.parameters(), self.actor.parameters()): target_param.data.copy_(param.data) + self.critic_optimizer = optim.Adam(self.critic.parameters(), lr=cfg['critic_lr']) + self.actor_optimizer = optim.Adam(self.actor.parameters(), lr=cfg['actor_lr']) + self.memory = memories['memory'] + self.batch_size = cfg['batch_size'] + self.gamma = cfg['gamma'] + self.tau = cfg['tau'] - self.critic_optimizer = optim.Adam( - self.critic.parameters(), lr=cfg.critic_lr) - self.actor_optimizer = optim.Adam(self.actor.parameters(), lr=cfg.actor_lr) - self.memory = ReplayBuffer(cfg.memory_capacity) - self.batch_size = cfg.batch_size - self.soft_tau = cfg.soft_tau # 软更新参数 - self.gamma = cfg.gamma - - def choose_action(self, state): + def sample_action(self, state): state = torch.FloatTensor(state).unsqueeze(0).to(self.device) action = self.actor(state) return action.detach().cpu().numpy()[0, 0] + @torch.no_grad() + def predict_action(self, state): + ''' predict action + ''' + state = torch.FloatTensor(state).unsqueeze(0).to(self.device) + action = self.actor(state) + return action.cpu().numpy()[0, 0] def update(self): - if len(self.memory) < self.batch_size: # 当 memory 中不满足一个批量时,不更新策略 + if len(self.memory) < self.batch_size: # when memory size is less than batch size, return return - # 从经验回放中(replay memory)中随机采样一个批量的转移(transition) + # sample a random minibatch of N transitions from R state, action, reward, next_state, done = self.memory.sample(self.batch_size) - # 转变为张量 + # convert to tensor state = torch.FloatTensor(np.array(state)).to(self.device) next_state = torch.FloatTensor(np.array(next_state)).to(self.device) action = torch.FloatTensor(np.array(action)).to(self.device) @@ -126,19 +75,22 @@ class DDPG: self.critic_optimizer.zero_grad() value_loss.backward() self.critic_optimizer.step() - # 软更新 + # soft update for target_param, param in zip(self.target_critic.parameters(), self.critic.parameters()): target_param.data.copy_( - target_param.data * (1.0 - self.soft_tau) + - param.data * self.soft_tau + target_param.data * (1.0 - self.tau) + + param.data * self.tau ) for target_param, param in zip(self.target_actor.parameters(), self.actor.parameters()): target_param.data.copy_( - target_param.data * (1.0 - self.soft_tau) + - param.data * self.soft_tau + target_param.data * (1.0 - self.tau) + + param.data * self.tau ) - def save(self,path): - torch.save(self.actor.state_dict(), path+'checkpoint.pt') + 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") - def load(self,path): - self.actor.load_state_dict(torch.load(path+'checkpoint.pt')) \ No newline at end of file + def load_model(self,path): + self.actor.load_state_dict(torch.load(f"{path}/actor_checkpoint.pt")) \ No newline at end of file diff --git a/projects/codes/DDPG/main.py b/projects/codes/DDPG/main.py new file mode 100644 index 0000000..8da5d29 --- /dev/null +++ b/projects/codes/DDPG/main.py @@ -0,0 +1,152 @@ +#!/usr/bin/env python +# coding=utf-8 +''' +@Author: John +@Email: johnjim0816@gmail.com +@Date: 2020-06-11 20:58:21 +@LastEditor: John +LastEditTime: 2022-09-27 15:50:12 +@Discription: +@Environment: python 3.7.7 +''' +import sys,os +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 to system path + +import datetime +import gym +import torch +import argparse +import torch.nn as nn +import torch.nn.functional as F +from env import NormalizedActions,OUNoise +from ddpg import DDPG +from common.utils import all_seed +from common.memories import ReplayBufferQue +from common.launcher import Launcher +from envs.register import register_env + +class Actor(nn.Module): + def __init__(self, n_states, n_actions, hidden_dim, init_w=3e-3): + super(Actor, self).__init__() + self.linear1 = nn.Linear(n_states, hidden_dim) + self.linear2 = nn.Linear(hidden_dim, hidden_dim) + self.linear3 = nn.Linear(hidden_dim, n_actions) + + self.linear3.weight.data.uniform_(-init_w, init_w) + self.linear3.bias.data.uniform_(-init_w, init_w) + + def forward(self, x): + x = F.relu(self.linear1(x)) + x = F.relu(self.linear2(x)) + x = torch.tanh(self.linear3(x)) + return x +class Critic(nn.Module): + def __init__(self, n_states, n_actions, hidden_dim, init_w=3e-3): + super(Critic, self).__init__() + + self.linear1 = nn.Linear(n_states + n_actions, hidden_dim) + self.linear2 = nn.Linear(hidden_dim, hidden_dim) + self.linear3 = nn.Linear(hidden_dim, 1) + # 随机初始化为较小的值 + self.linear3.weight.data.uniform_(-init_w, init_w) + self.linear3.bias.data.uniform_(-init_w, init_w) + + def forward(self, state, action): + # 按维数1拼接 + x = torch.cat([state, action], 1) + x = F.relu(self.linear1(x)) + x = F.relu(self.linear2(x)) + x = self.linear3(x) + return x +class Main(Launcher): + def get_args(self): + """ hyperparameters + """ + 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='DDPG',type=str,help="name of algorithm") + parser.add_argument('--env_name',default='Pendulum-v1',type=str,help="name of environment") + parser.add_argument('--train_eps',default=300,type=int,help="episodes of training") + parser.add_argument('--test_eps',default=20,type=int,help="episodes of testing") + parser.add_argument('--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('--critic_lr',default=1e-3,type=float,help="learning rate of critic") + parser.add_argument('--actor_lr',default=1e-4,type=float,help="learning rate of actor") + parser.add_argument('--memory_capacity',default=8000,type=int,help="memory capacity") + parser.add_argument('--batch_size',default=128,type=int) + parser.add_argument('--target_update',default=2,type=int) + parser.add_argument('--tau',default=1e-2,type=float) + parser.add_argument('--critic_hidden_dim',default=256,type=int) + parser.add_argument('--actor_hidden_dim',default=256,type=int) + parser.add_argument('--device',default='cpu',type=str,help="cpu or cuda") + parser.add_argument('--seed',default=1,type=int,help="random 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): + register_env(cfg['env_name']) + env = gym.make(cfg['env_name']) + env = NormalizedActions(env) # decorate with action noise + if cfg['seed'] !=0: # set random seed + all_seed(env,seed=cfg["seed"]) + n_states = env.observation_space.shape[0] + n_actions = env.action_space.shape[0] + 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 = {"actor":Actor(n_states,n_actions,hidden_dim=cfg['actor_hidden_dim']),"critic":Critic(n_states,n_actions,hidden_dim=cfg['critic_hidden_dim'])} + memories = {"memory":ReplayBufferQue(cfg['memory_capacity'])} + agent = DDPG(models,memories,cfg) + return env,agent + def train(self,cfg, env, agent): + print('Start training!') + ou_noise = OUNoise(env.action_space) # noise of action + rewards = [] # record rewards for all episodes + for i_ep in range(cfg['train_eps']): + state = env.reset() + ou_noise.reset() + ep_reward = 0 + for i_step in range(cfg['max_steps']): + action = agent.sample_action(state) + action = ou_noise.get_action(action, i_step+1) + next_state, reward, done, _ = env.step(action) + ep_reward += reward + agent.memory.push((state, action, reward, next_state, done)) + agent.update() + state = next_state + if done: + break + if (i_ep+1)%10 == 0: + print(f"Env:{i_ep+1}/{cfg['train_eps']}, Reward:{ep_reward:.2f}") + rewards.append(ep_reward) + print('Finish training!') + return {'rewards':rewards} + + def test(self,cfg, env, agent): + print('Start testing!') + rewards = [] # record rewards for all episodes + for i_ep in range(cfg['test_eps']): + state = env.reset() + ep_reward = 0 + for i_step in range(cfg['max_steps']): + action = agent.predict_action(state) + next_state, reward, done, _ = env.step(action) + ep_reward += reward + state = next_state + if done: + break + rewards.append(ep_reward) + print(f"Episode:{i_ep+1}/{cfg['test_eps']}, Reward:{ep_reward:.1f}") + print('Finish testing!') + return {'rewards':rewards} +if __name__ == "__main__": + main = Main() + main.run() + 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