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projects/codes/SoftQ/outputs/CartPole-v0/20220818-154333/results/training_results.csv create mode 100644 projects/codes/SoftQ/softq.py create mode 100644 projects/codes/SoftQ/task0.py diff --git a/projects/README.md b/projects/README.md index 2ad650f..c8c5d74 100644 --- a/projects/README.md +++ b/projects/README.md @@ -1,6 +1,6 @@ ## 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: **(中文)注释详细**,**结构清晰**。 +本项目用于学习RL基础算法,主要面向对象为RL初学者、需要结合RL的非专业学习者,尽量做到: **注释详细**,**结构清晰**。 注意本项目为实战内容,建议首先掌握相关算法的一些理论基础,再来享用本项目,理论教程参考本人参与编写的[蘑菇书](https://github.com/datawhalechina/easy-rl)。 @@ -10,25 +10,65 @@ 项目内容主要包含以下几个部分: * [Jupyter Notebook](./notebooks/):使用Notebook写的算法,有比较详细的实战引导,推荐新手食用 -* [codes](./assets/):这些是基于Python脚本写的算法,风格比较接近实际项目的写法,推荐有一定代码基础的人阅读,下面会说明其具体的一些架构 +* [codes](./codes/):这些是基于Python脚本写的算法,风格比较接近实际项目的写法,推荐有一定代码基础的人阅读,下面会说明其具体的一些架构 * [parl](./PARL/):应业务需求,写了一些基于百度飞浆平台和```parl```模块的RL实例 * [附件](./assets/):目前包含强化学习各算法的中文伪代码 [codes](./assets/)结构主要分为以下几个脚本: * ```[algorithm_name].py```:即保存算法的脚本,例如```dqn.py```,每种算法都会有一定的基础模块,例如```Replay Buffer```、```MLP```(多层感知机)等等; -* ```task.py```: 即保存任务的脚本,基本包括基于```argparse```模块的参数,训练以及测试函数等等; +* ```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、运行环境 +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 -python 3.7、pytorch 1.6.0-1.9.0、gym 0.21.0 +| 算法名称 | 参考文献 | 环境 | 备注 | +| :-----------------------: | :----------------------------------------------------------: | :--: | :--: | +| | | | | +| DQN-CNN | | | 待更 | +| [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-V | [SAC-V paper](https://arxiv.org/abs/1801.01290) | | | +| DSAC | [DSAC paper](https://paperswithcode.com/paper/addressing-value-estimation-errors-in) | | 待更 | + + + +## 3、运行环境 + +Python 3.7、PyTorch 1.10.0、Gym 0.21.0 在项目根目录下执行以下命令复现环境: ```bash pip install -r requirements.txt ``` -## 3、使用说明 +如果需要使用CUDA,则需另外安装```cudatoolkit```,推荐```10.2```或者```11.3```版本的CUDA,如下: +```bash +conda install cudatoolkit=11.3 -c pytorch +``` +如果conda需要镜像加速安装的话,点击[该清华镜像链接](https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch/),选择对应的操作系统,比如```win-64```,然后复制链接,执行如下命令: +```bash +conda install cudatoolkit=11.3 -c https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch/win-64/ +``` +执行以下Python脚本,如果返回True说明cuda安装成功: +```python +import torch +print(torch.cuda.is_available()) +``` +如果还是不成功,可以使用pip安装: +```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、使用说明 -直接运行带有```train```的py文件或ipynb文件会进行训练默认的任务; -也可以运行带有```task```的py文件训练不同的任务 +对于[codes](./codes/): +* 运行带有task的py脚本 + +对于[Jupyter Notebook](./notebooks/): + +* 直接运行对应的ipynb文件就行 + +## 5、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.aux b/projects/assets/pseudocodes/pseudocodes.aux index 1373a7a..67d3e69 100644 --- a/projects/assets/pseudocodes/pseudocodes.aux +++ b/projects/assets/pseudocodes/pseudocodes.aux @@ -1,4 +1,33 @@ \relax -\@writefile{loa}{\contentsline {algorithm}{\numberline {}{\ignorespaces }}{1}{}\protected@file@percent } -\@writefile{loa}{\contentsline {algorithm}{\numberline {}{\ignorespaces }}{2}{}\protected@file@percent } -\gdef \@abspage@last{2} +\providecommand\hyper@newdestlabel[2]{} +\providecommand\HyperFirstAtBeginDocument{\AtBeginDocument} +\HyperFirstAtBeginDocument{\ifx\hyper@anchor\@undefined +\global\let\oldcontentsline\contentsline 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\usepackage{amsmath} - - +\usepackage{hyperref} +% \usepackage[hidelinks]{hyperref} 去除超链接的红色框 +\usepackage{setspace} +\usepackage{titlesec} +\usepackage{float} % 调用该包能够使用[H] +% \pagestyle{plain} % 去除页眉,但是保留页脚编号,都去掉plain换empty \begin{document} - -\begin{algorithm} +\tableofcontents % 目录,注意要运行两下或者vscode保存两下才能显示 +% \singlespacing +\clearpage +\section{模版备用} +\begin{algorithm}[H] % [H]固定位置 + \floatname{algorithm}{{算法}} + \renewcommand{\thealgorithm}{} % 去掉算法标号 + \caption{} + \begin{algorithmic}[1] % [1]显示步数 + \STATE 测试 + \end{algorithmic} +\end{algorithm} +\clearpage +\section{Q learning算法} +\begin{algorithm}[H] % [H]固定位置 + \floatname{algorithm}{{Q-learning算法}\footnotemark[1]} + \renewcommand{\thealgorithm}{} % 去掉算法标号 + \caption{} + \begin{algorithmic}[1] % [1]显示步数 + \STATE 初始化Q表$Q(s,a)$为任意值,但其中$Q(s_{terminal},)=0$,即终止状态对应的Q值为0 + \FOR {回合数 = $1,M$} + \STATE 重置环境,获得初始状态$s_1$ + \FOR {时步 = $1,t$} + \STATE 根据$\varepsilon-greedy$策略采样动作$a_t$ + \STATE 环境根据$a_t$反馈奖励$r_t$和下一个状态$s_{t+1}$ + \STATE {\bfseries 更新策略:} + \STATE $Q(s_t,a_t) \leftarrow Q(s_t,a_t)+\alpha[r_t+\gamma\max _{a}Q(s_{t+1},a)-Q(s_t,a_t)]$ + \STATE 更新状态$s_{t+1} \leftarrow s_t$ + \ENDFOR + \ENDFOR + \end{algorithmic} +\end{algorithm} +\footnotetext[1]{Reinforcement Learning: An Introduction} +\clearpage +\section{Sarsa算法} +\begin{algorithm}[H] % [H]固定位置 + \floatname{algorithm}{{Sarsa算法}\footnotemark[1]} + \renewcommand{\thealgorithm}{} % 去掉算法标号 + \caption{} + \begin{algorithmic}[1] % [1]显示步数 + \STATE 初始化Q表$Q(s,a)$为任意值,但其中$Q(s_{terminal},)=0$,即终止状态对应的Q值为0 + \FOR {回合数 = $1,M$} + \STATE 重置环境,获得初始状态$s_1$ + \STATE 根据$\varepsilon-greedy$策略采样初始动作$a_1$ + \FOR {时步 = $1,t$} + \STATE 环境根据$a_t$反馈奖励$r_t$和下一个状态$s_{t+1}$ + \STATE 根据$\varepsilon-greedy$策略$s_{t+1}$和采样动作$a_{t+1}$ + \STATE {\bfseries 更新策略:} + \STATE $Q(s_t,a_t) \leftarrow Q(s_t,a_t)+\alpha[r_t+\gamma Q(s_{t+1},a_{t+1})-Q(s_t,a_t)]$ + \STATE 更新状态$s_{t+1} \leftarrow s_t$ + \STATE 更新动作$a_{t+1} \leftarrow a_t$ + \ENDFOR + \ENDFOR + \end{algorithmic} +\end{algorithm} +\footnotetext[1]{Reinforcement Learning: An Introduction} +\clearpage +\section{Policy Gradient算法} +\begin{algorithm}[H] % [H]固定位置 + \floatname{algorithm}{{REINFORCE算法:Monte-Carlo Policy Gradient}\footnotemark[1]} + \renewcommand{\thealgorithm}{} % 去掉算法标号 + \caption{} + \begin{algorithmic}[1] % [1]显示步数 + \STATE 初始化策略参数$\boldsymbol{\theta} \in \mathbb{R}^{d^{\prime}}($ e.g., to $\mathbf{0})$ + \FOR {回合数 = $1,M$} + \STATE 根据策略$\pi(\cdot \mid \cdot, \boldsymbol{\theta})$采样一个(或几个)回合的transition + \FOR {时步 = $1,t$} + \STATE 计算回报$G \leftarrow \sum_{k=t+1}^{T} \gamma^{k-t-1} R_{k}$ + \STATE 更新策略$\boldsymbol{\theta} \leftarrow {\boldsymbol{\theta}+\alpha \gamma^{t}} G \nabla \ln \pi\left(A_{t} \mid S_{t}, \boldsymbol{\theta}\right)$ + \ENDFOR + \ENDFOR + \end{algorithmic} +\end{algorithm} +\footnotetext[1]{Reinforcement Learning: An Introduction} +\clearpage +\section{DQN算法} +\begin{algorithm}[H] % [H]固定位置 \floatname{algorithm}{{DQN算法}} \renewcommand{\thealgorithm}{} % 去掉算法标号 \caption{} \renewcommand{\algorithmicrequire}{\textbf{输入:}} \renewcommand{\algorithmicensure}{\textbf{输出:}} - \begin{algorithmic} + \begin{algorithmic}[1] % \REQUIRE $n \geq 0 \vee x \neq 0$ % 输入 % \ENSURE $y = x^n$ % 输出 \STATE 初始化策略网络参数$\theta$ % 初始化 @@ -24,40 +103,85 @@ \STATE 重置环境,获得初始状态$s_t$ \FOR {时步 = $1,t$} \STATE 根据$\varepsilon-greedy$策略采样动作$a_t$ - \STATE 环境根据$a_t$反馈奖励$s_t$和下一个状态$s_{t+1}$ + \STATE 环境根据$a_t$反馈奖励$r_t$和下一个状态$s_{t+1}$ \STATE 存储transition即$(s_t,a_t,r_t,s_{t+1})$到经验回放$D$中 \STATE 更新环境状态$s_{t+1} \leftarrow s_t$ \STATE {\bfseries 更新策略:} \STATE 从$D$中采样一个batch的transition \STATE 计算实际的$Q$值,即$y_{j}= \begin{cases}r_{j} & \text {对于终止状态} s_{j+1} \\ r_{j}+\gamma \max _{a^{\prime}} Q\left(s_{j+1}, a^{\prime} ; \theta\right) & \text {对于非终止状态} s_{j+1}\end{cases}$ \STATE 对损失 $\left(y_{j}-Q\left(s_{j}, a_{j} ; \theta\right)\right)^{2}$关于参数$\theta$做随机梯度下降 - \STATE 每$C$步复制参数$\hat{Q} \leftarrow Q$ \ENDFOR + \STATE 每$C$个回合复制参数$\hat{Q}\leftarrow Q$(此处也可像原论文中放到小循环中改成每$C$步,但没有每$C$个回合稳定) \ENDFOR \end{algorithmic} \end{algorithm} - \clearpage -\begin{algorithm} +\section{SoftQ算法} +\begin{algorithm}[H] \floatname{algorithm}{{SoftQ算法}} \renewcommand{\thealgorithm}{} % 去掉算法标号 \caption{} - \begin{algorithmic} + \begin{algorithmic}[1] \STATE 初始化参数$\theta$和$\phi$% 初始化 \STATE 复制参数$\bar{\theta} \leftarrow \theta, \bar{\phi} \leftarrow \phi$ \STATE 初始化经验回放$D$ \FOR {回合数 = $1,M$} \FOR {时步 = $1,t$} - \STATE 根据$a_{t} \leftarrow f^{\phi}\left(\xi ; \mathbf{s}_{t}\right)$采样动作,其中$\xi \sim \mathcal{N}(\mathbf{0}, \boldsymbol{I})$ + \STATE 根据$\mathbf{a}_{t} \leftarrow f^{\phi}\left(\xi ; \mathbf{s}_{t}\right)$采样动作,其中$\xi \sim \mathcal{N}(\mathbf{0}, \boldsymbol{I})$ \STATE 环境根据$a_t$反馈奖励$s_t$和下一个状态$s_{t+1}$ \STATE 存储transition即$(s_t,a_t,r_t,s_{t+1})$到经验回放$D$中 \STATE 更新环境状态$s_{t+1} \leftarrow s_t$ - \STATE 待完善 + \STATE {\bfseries 更新soft Q函数参数:} + \STATE 对于每个$s^{(i)}_{t+1}$采样$\left\{\mathbf{a}^{(i, j)}\right\}_{j=0}^{M} \sim q_{\mathbf{a}^{\prime}}$ + \STATE 计算empirical soft values $V_{\mathrm{soft}}^{\theta}\left(\mathbf{s}_{t}\right)$\footnotemark[1] + \STATE 计算empirical gradient $J_{Q}(\theta)$\footnotemark[2] + \STATE 根据$J_{Q}(\theta)$使用ADAM更新参数$\theta$ + \STATE {\bfseries 更新策略:} + \STATE 对于每个$s^{(i)}_{t}$采样$\left\{\xi^{(i, j)}\right\}_{j=0}^{M} \sim \mathcal{N}(\mathbf{0}, \boldsymbol{I})$ + \STATE 计算$\mathbf{a}_{t}^{(i, j)}=f^{\phi}\left(\xi^{(i, j)}, \mathbf{s}_{t}^{(i)}\right)$ + \STATE 使用经验估计计算$\Delta f^{\phi}\left(\cdot ; \mathbf{s}_{t}\right)$\footnotemark[3] + \STATE 计算经验估计$\frac{\partial J_{\pi}\left(\phi ; \mathbf{s}_{t}\right)}{\partial \phi} \propto \mathbb{E}_{\xi}\left[\Delta f^{\phi}\left(\xi ; \mathbf{s}_{t}\right) \frac{\partial f^{\phi}\left(\xi ; \mathbf{s}_{t}\right)}{\partial \phi}\right]$,即$\hat{\nabla}_{\phi} J_{\pi}$ + \STATE 根据$\hat{\nabla}_{\phi} J_{\pi}$使用ADAM更新参数$\phi$ + \STATE \ENDFOR - \ENDFOR - + \STATE 每$C$个回合复制参数$\bar{\theta} \leftarrow \theta, \bar{\phi} \leftarrow \phi$ + \ENDFOR \end{algorithmic} \end{algorithm} - +\footnotetext[1]{$V_{\mathrm{soft}}^{\theta}\left(\mathbf{s}_{t}\right)=\alpha \log \mathbb{E}_{q_{\mathbf{a}^{\prime}}}\left[\frac{\exp \left(\frac{1}{\alpha} Q_{\mathrm{soft}}^{\theta}\left(\mathbf{s}_{t}, \mathbf{a}^{\prime}\right)\right)}{q_{\mathbf{a}^{\prime}}\left(\mathbf{a}^{\prime}\right)}\right]$} +\footnotetext[2]{$J_{Q}(\theta)=\mathbb{E}_{\mathbf{s}_{t} \sim q_{\mathbf{s}_{t}}, \mathbf{a}_{t} \sim q_{\mathbf{a}_{t}}}\left[\frac{1}{2}\left(\hat{Q}_{\mathrm{soft}}^{\bar{\theta}}\left(\mathbf{s}_{t}, \mathbf{a}_{t}\right)-Q_{\mathrm{soft}}^{\theta}\left(\mathbf{s}_{t}, \mathbf{a}_{t}\right)\right)^{2}\right]$} +\footnotetext[3]{$\begin{aligned} \Delta f^{\phi}\left(\cdot ; \mathbf{s}_{t}\right)=& \mathbb{E}_{\mathbf{a}_{t} \sim \pi^{\phi}}\left[\left.\kappa\left(\mathbf{a}_{t}, f^{\phi}\left(\cdot ; \mathbf{s}_{t}\right)\right) \nabla_{\mathbf{a}^{\prime}} Q_{\mathrm{soft}}^{\theta}\left(\mathbf{s}_{t}, \mathbf{a}^{\prime}\right)\right|_{\mathbf{a}^{\prime}=\mathbf{a}_{t}}\right.\\ &\left.+\left.\alpha \nabla_{\mathbf{a}^{\prime}} \kappa\left(\mathbf{a}^{\prime}, f^{\phi}\left(\cdot ; \mathbf{s}_{t}\right)\right)\right|_{\mathbf{a}^{\prime}=\mathbf{a}_{t}}\right] \end{aligned}$} +\clearpage +\section{SAC算法} +\begin{algorithm}[H] % [H]固定位置 + \floatname{algorithm}{{Soft Actor Critic算法}} + \renewcommand{\thealgorithm}{} % 去掉算法标号 + \caption{} + \begin{algorithmic}[1] + \STATE 初始化两个Actor的网络参数$\theta_1,\theta_2$以及一个Critic网络参数$\phi$ % 初始化 + \STATE 复制参数到目标网络$\bar{\theta_1} \leftarrow \theta_1,\bar{\theta_2} \leftarrow \theta_2,$ + \STATE 初始化经验回放$D$ + \FOR {回合数 = $1,M$} + \STATE 重置环境,获得初始状态$s_t$ + \FOR {时步 = $1,t$} + \STATE 根据$\boldsymbol{a}_{t} \sim \pi_{\phi}\left(\boldsymbol{a}_{t} \mid \mathbf{s}_{t}\right)$采样动作$a_t$ + \STATE 环境反馈奖励和下一个状态,$\mathbf{s}_{t+1} \sim p\left(\mathbf{s}_{t+1} \mid \mathbf{s}_{t}, \mathbf{a}_{t}\right)$ + \STATE 存储transition到经验回放中,$\mathcal{D} \leftarrow \mathcal{D} \cup\left\{\left(\mathbf{s}_{t}, \mathbf{a}_{t}, r\left(\mathbf{s}_{t}, \mathbf{a}_{t}\right), \mathbf{s}_{t+1}\right)\right\}$ + \STATE 更新环境状态$s_{t+1} \leftarrow s_t$ + \STATE {\bfseries 更新策略:} + \STATE 更新$Q$函数,$\theta_{i} \leftarrow \theta_{i}-\lambda_{Q} \hat{\nabla}_{\theta_{i}} J_{Q}\left(\theta_{i}\right)$ for $i \in\{1,2\}$\footnotemark[1]\footnotemark[2] + \STATE 更新策略权重,$\phi \leftarrow \phi-\lambda_{\pi} \hat{\nabla}_{\phi} J_{\pi}(\phi)$ \footnotemark[3] + \STATE 调整temperature,$\alpha \leftarrow \alpha-\lambda \hat{\nabla}_{\alpha} J(\alpha)$ \footnotemark[4] + \STATE 更新目标网络权重,$\bar{\theta}_{i} \leftarrow \tau \theta_{i}+(1-\tau) \bar{\theta}_{i}$ for $i \in\{1,2\}$ + \ENDFOR + \ENDFOR + \end{algorithmic} + +\end{algorithm} +\footnotetext[1]{$J_{Q}(\theta)=\mathbb{E}_{\left(\mathbf{s}_{t}, \mathbf{a}_{t}\right) \sim \mathcal{D}}\left[\frac{1}{2}\left(Q_{\theta}\left(\mathbf{s}_{t}, \mathbf{a}_{t}\right)-\left(r\left(\mathbf{s}_{t}, \mathbf{a}_{t}\right)+\gamma \mathbb{E}_{\mathbf{s}_{t+1} \sim p}\left[V_{\bar{\theta}}\left(\mathbf{s}_{t+1}\right)\right]\right)\right)^{2}\right]$} +\footnotetext[2]{$\hat{\nabla}_{\theta} J_{Q}(\theta)=\nabla_{\theta} Q_{\theta}\left(\mathbf{a}_{t}, \mathbf{s}_{t}\right)\left(Q_{\theta}\left(\mathbf{s}_{t}, \mathbf{a}_{t}\right)-\left(r\left(\mathbf{s}_{t}, \mathbf{a}_{t}\right)+\gamma\left(Q_{\bar{\theta}}\left(\mathbf{s}_{t+1}, \mathbf{a}_{t+1}\right)-\alpha \log \left(\pi_{\phi}\left(\mathbf{a}_{t+1} \mid \mathbf{s}_{t+1}\right)\right)\right)\right)\right.$} +\footnotetext[3]{$\hat{\nabla}_{\phi} J_{\pi}(\phi)=\nabla_{\phi} \alpha \log \left(\pi_{\phi}\left(\mathbf{a}_{t} \mid \mathbf{s}_{t}\right)\right)+\left(\nabla_{\mathbf{a}_{t}} \alpha \log \left(\pi_{\phi}\left(\mathbf{a}_{t} \mid \mathbf{s}_{t}\right)\right)-\nabla_{\mathbf{a}_{t}} Q\left(\mathbf{s}_{t}, \mathbf{a}_{t}\right)\right) \nabla_{\phi} f_{\phi}\left(\epsilon_{t} ; \mathbf{s}_{t}\right)$,$\mathbf{a}_{t}=f_{\phi}\left(\epsilon_{t} ; \mathbf{s}_{t}\right)$} +\footnotetext[4]{$J(\alpha)=\mathbb{E}_{\mathbf{a}_{t} \sim \pi_{t}}\left[-\alpha \log \pi_{t}\left(\mathbf{a}_{t} \mid \mathbf{s}_{t}\right)-\alpha \overline{\mathcal{H}}\right]$} +\clearpage \end{document} \ No newline at end of file diff --git a/projects/assets/pseudocodes/pseudocodes.toc b/projects/assets/pseudocodes/pseudocodes.toc new file mode 100644 index 0000000..85e0526 --- /dev/null +++ b/projects/assets/pseudocodes/pseudocodes.toc @@ -0,0 +1,7 @@ +\contentsline {section}{\numberline {1}模版备用}{2}{section.1}% +\contentsline {section}{\numberline {2}Q learning算法}{3}{section.2}% +\contentsline {section}{\numberline {3}Sarsa算法}{4}{section.3}% +\contentsline {section}{\numberline {4}Policy Gradient算法}{5}{section.4}% +\contentsline {section}{\numberline {5}DQN算法}{6}{section.5}% +\contentsline {section}{\numberline {6}SoftQ算法}{7}{section.6}% +\contentsline {section}{\numberline {7}SAC算法}{8}{section.7}% diff --git a/projects/codes/DQN/README.md b/projects/codes/DQN/README.md deleted file mode 100644 index 33e7397..0000000 --- a/projects/codes/DQN/README.md +++ /dev/null @@ -1,218 +0,0 @@ -# DQN - -## 原理简介 - -DQN是Q-leanning算法的优化和延伸,Q-leaning中使用有限的Q表存储值的信息,而DQN中则用神经网络替代Q表存储信息,这样更适用于高维的情况,相关知识基础可参考[datawhale李宏毅笔记-Q学习](https://datawhalechina.github.io/easy-rl/#/chapter6/chapter6)。 - -论文方面主要可以参考两篇,一篇就是2013年谷歌DeepMind团队的[Playing Atari with Deep Reinforcement Learning](https://www.cs.toronto.edu/~vmnih/docs/dqn.pdf),一篇是也是他们团队后来在Nature杂志上发表的[Human-level control through deep reinforcement learning](https://web.stanford.edu/class/psych209/Readings/MnihEtAlHassibis15NatureControlDeepRL.pdf)。后者在算法层面增加target q-net,也可以叫做Nature DQN。 - -Nature DQN使用了两个Q网络,一个当前Q网络𝑄用来选择动作,更新模型参数,另一个目标Q网络𝑄′用于计算目标Q值。目标Q网络的网络参数不需要迭代更新,而是每隔一段时间从当前Q网络𝑄复制过来,即延时更新,这样可以减少目标Q值和当前的Q值相关性。 - -要注意的是,两个Q网络的结构是一模一样的。这样才可以复制网络参数。Nature DQN和[Playing Atari with Deep Reinforcement Learning](https://www.cs.toronto.edu/~vmnih/docs/dqn.pdf)相比,除了用一个新的相同结构的目标Q网络来计算目标Q值以外,其余部分基本是完全相同的。细节也可参考[强化学习(九)Deep Q-Learning进阶之Nature DQN](https://www.cnblogs.com/pinard/p/9756075.html)。 - -https://blog.csdn.net/JohnJim0/article/details/109557173) - -## 伪代码 - -img - -## 代码实现 - -### RL接口 - -首先是强化学习训练的基本接口,即通用的训练模式: -```python -for i_episode in range(MAX_EPISODES): - state = env.reset() # reset环境状态 - for i_step in range(MAX_STEPS): - action = agent.choose_action(state) # 根据当前环境state选择action - next_state, reward, done, _ = env.step(action) # 更新环境参数 - agent.memory.push(state, action, reward, next_state, done) # 将state等这些transition存入memory - agent.update() # 每步更新网络 - state = next_state # 跳转到下一个状态 - if done: - break -``` -每个episode加一个MAX_STEPS,也可以使用while not done, 加这个max_steps有时是因为比如gym环境训练目标就是在200个step下达到200的reward,或者是当完成一个episode的步数较多时也可以设置,基本流程跟所有伪代码一致,如下: -1. agent选择动作 -2. 环境根据agent的动作反馈出next_state和reward -3. agent进行更新,如有memory就会将transition(包含state,reward,action等)存入memory中 -4. 跳转到下一个状态 -5. 如果done了,就跳出循环,进行下一个episode的训练。 - -想要实现完整的算法还需要创建Qnet,Replaybuffer等类 - -### 两个Q网络 - -上文讲了Nature DQN中有两个Q网络,一个是policy_net,一个是延时更新的target_net,两个网络的结构是一模一样的,如下(见```model.py```),注意DQN使用的Qnet就是全连接网络即FCH: -```python -import torch.nn as nn -import torch.nn.functional as F - -class FCN(nn.Module): - def __init__(self, n_states=4, n_actions=18): - """ 初始化q网络,为全连接网络 - n_states: 输入的feature即环境的state数目 - n_actions: 输出的action总个数 - """ - super(FCN, self).__init__() - self.fc1 = nn.Linear(n_states, 128) # 输入层 - self.fc2 = nn.Linear(128, 128) # 隐藏层 - self.fc3 = nn.Linear(128, n_actions) # 输出层 - - def forward(self, x): - # 各层对应的激活函数 - x = F.relu(self.fc1(x)) - x = F.relu(self.fc2(x)) - return self.fc3(x) -``` -输入为n_states,输出为n_actions,包含一个128维度的隐藏层,这里根据需要可增加隐藏层维度和数量,然后一般使用relu激活函数,这里跟深度学习的网路设置是一样的。 - -### Replay Buffer - -然后就是Replay Memory了,其作用主要是是克服经验数据的相关性(correlated data)和非平稳分布(non-stationary distribution)问题,实现如下(见```memory.py```): - -```python -import random -import numpy as np - -class ReplayBuffer: - - def __init__(self, capacity): - self.capacity = capacity - self.buffer = [] - self.position = 0 - - def push(self, state, action, reward, next_state, done): - 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) - state, action, reward, next_state, done = zip(*batch) - return state, action, reward, next_state, done - - def __len__(self): - return len(self.buffer) -``` - -参数capacity表示buffer的容量,主要包括push和sample两个步骤,push是将transitions放到memory中,sample是从memory随机抽取一些transition。 - -### Agent类 - -在```agent.py```中我们定义强化学习算法类,包括```choose_action```(选择动作,使用e-greedy策略时会多一个```predict```函数,下面会将到)和```update```(更新)等函数。 - -在类中建立两个网络,以及optimizer和memory, - -```python -self.policy_net = MLP(n_states, n_actions,hidden_dim=cfg.hidden_dim).to(self.device) -self.target_net = MLP(n_states, n_actions,hidden_dim=cfg.hidden_dim).to(self.device) -for target_param, param in zip(self.target_net.parameters(),self.policy_net.parameters()): # copy params from policy net - target_param.data.copy_(param.data) -self.optimizer = optim.Adam(self.policy_net.parameters(), lr=cfg.lr) -self.memory = ReplayBuffer(cfg.memory_capacity) -``` -然后是选择action: - -```python -def choose_action(self, state): - '''选择动作 - ''' - self.frame_idx += 1 - if random.random() > self.epsilon(self.frame_idx): - action = self.predict(state) - else: - action = random.randrange(self.n_actions) - return action -``` - -这里使用e-greedy策略,即设置一个参数epsilon,如果生成的随机数大于epsilon,就根据网络预测的选择action,否则还是随机选择action,这个epsilon是会逐渐减小的,可以使用线性或者指数减小的方式,但不会减小到零,这样在训练稳定时还能保持一定的探索,这部分可以学习探索与利用(exploration and exploition)相关知识。 - -上面讲到的预测函数其实就是根据state选取q值最大的action,如下: - -```python -def predict(self,state): - with torch.no_grad(): - state = torch.tensor([state], device=self.device, dtype=torch.float32) - q_values = self.policy_net(state) - action = q_values.max(1)[1].item() -``` - -然后是更新函数了: - -```python -def update(self): - - if len(self.memory) < self.batch_size: - return - # 从memory中随机采样transition - state_batch, action_batch, reward_batch, next_state_batch, done_batch = self.memory.sample( - self.batch_size) - '''转为张量 - 例如tensor([[-4.5543e-02, -2.3910e-01, 1.8344e-02, 2.3158e-01],...,[-1.8615e-02, -2.3921e-01, -1.1791e-02, 2.3400e-01]])''' - state_batch = torch.tensor( - state_batch, device=self.device, dtype=torch.float) - action_batch = torch.tensor(action_batch, device=self.device).unsqueeze( - 1) # 例如tensor([[1],...,[0]]) - reward_batch = torch.tensor( - reward_batch, device=self.device, dtype=torch.float) # tensor([1., 1.,...,1]) - next_state_batch = torch.tensor( - next_state_batch, device=self.device, dtype=torch.float) - done_batch = torch.tensor(np.float32( - done_batch), device=self.device) - - '''计算当前(s_t,a)对应的Q(s_t, a)''' - '''torch.gather:对于a=torch.Tensor([[1,2],[3,4]]),那么a.gather(1,torch.Tensor([[0],[1]]))=torch.Tensor([[1],[3]])''' - q_values = self.policy_net(state_batch).gather( - dim=1, index=action_batch) # 等价于self.forward - # 计算所有next states的V(s_{t+1}),即通过target_net中选取reward最大的对应states - next_q_values = self.target_net(next_state_batch).max( - 1)[0].detach() # 比如tensor([ 0.0060, -0.0171,...,]) - # 计算 expected_q_value - # 对于终止状态,此时done_batch[0]=1, 对应的expected_q_value等于reward - expected_q_values = reward_batch + \ - self.gamma * next_q_values * (1-done_batch) - # self.loss = F.smooth_l1_loss(q_values,expected_q_values.unsqueeze(1)) # 计算 Huber loss - loss = nn.MSELoss()(q_values, expected_q_values.unsqueeze(1)) # 计算 均方误差loss - # 优化模型 - self.optimizer.zero_grad() # zero_grad清除上一步所有旧的gradients from the last step - # loss.backward()使用backpropagation计算loss相对于所有parameters(需要gradients)的微分 - loss.backward() - # for param in self.policy_net.parameters(): # clip防止梯度爆炸 - # param.grad.data.clamp_(-1, 1) - self.optimizer.step() # 更新模型 -``` - -更新遵循伪代码的以下部分: - -image-20210507162813393 - -首先从replay buffer中选取一个batch的数据,计算loss,然后进行minibatch SGD。 - -然后是保存与加载模型的部分,如下: - -```python -def save(self, path): - torch.save(self.target_net.state_dict(), path+'dqn_checkpoint.pth') -def load(self, path): - self.target_net.load_state_dict(torch.load(path+'dqn_checkpoint.pth')) - for target_param, param in zip(self.target_net.parameters(), self.policy_net.parameters()): - param.data.copy_(target_param.data) -``` - - - -### 实验结果 - -训练结果如下: - -train_rewards_curve - -eval_rewards_curve - -## 参考 - -[with torch.no_grad()](https://www.jianshu.com/p/1cea017f5d11) - diff --git a/projects/codes/DQN/assets/eval_rewards_curve.png b/projects/codes/DQN/assets/eval_rewards_curve.png deleted file mode 100644 index 0327b4775e60503a0893ab9fd2613f583250fd09..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 36318 zcmdqJbyQSu^f!8D7`mlFQboE11w@g% 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a/projects/codes/DQN/dqn.py b/projects/codes/DQN/dqn.py index 2b28757..de071cc 100644 --- a/projects/codes/DQN/dqn.py +++ b/projects/codes/DQN/dqn.py @@ -5,7 +5,7 @@ @Email: johnjim0816@gmail.com @Date: 2020-06-12 00:50:49 @LastEditor: John -LastEditTime: 2022-08-11 09:52:23 +LastEditTime: 2022-08-18 14:27:18 @Discription: @Environment: python 3.7.7 ''' @@ -23,10 +23,10 @@ class DQN: def __init__(self,n_actions,model,memory,cfg): self.n_actions = n_actions - self.device = torch.device(cfg.device) # cpu or cuda - self.gamma = cfg.gamma # 奖励的折扣因子 - # e-greedy策略相关参数 - self.sample_count = 0 # 用于epsilon的衰减计数 + self.device = torch.device(cfg.device) + self.gamma = cfg.gamma + ## e-greedy parameters + self.sample_count = 0 # sample count for epsilon decay self.epsilon = cfg.epsilon_start self.sample_count = 0 self.epsilon_start = cfg.epsilon_start @@ -35,61 +35,78 @@ class DQN: self.batch_size = cfg.batch_size self.policy_net = model.to(self.device) self.target_net = model.to(self.device) - for target_param, param in zip(self.target_net.parameters(),self.policy_net.parameters()): # 复制参数到目标网路targe_net + ## copy parameters from policy net to target net + for target_param, param in zip(self.target_net.parameters(),self.policy_net.parameters()): target_param.data.copy_(param.data) - self.optimizer = optim.Adam(self.policy_net.parameters(), lr=cfg.lr) # 优化器 - self.memory = memory # 经验回放 + # self.target_net.load_state_dict(self.policy_net.state_dict()) # or use this to copy parameters + self.optimizer = optim.Adam(self.policy_net.parameters(), lr=cfg.lr) + self.memory = memory + self.update_flag = False - def sample(self, state): - ''' 选择动作 + def sample_action(self, state): + ''' sample action with e-greedy policy ''' self.sample_count += 1 + # epsilon must decay(linear,exponential and etc.) for balancing exploration and exploitation self.epsilon = self.epsilon_end + (self.epsilon_start - self.epsilon_end) * \ - math.exp(-1. * self.sample_count / self.epsilon_decay) # epsilon是会递减的,这里选择指数递减 + math.exp(-1. * self.sample_count / self.epsilon_decay) if random.random() > self.epsilon: with torch.no_grad(): state = torch.tensor(state, device=self.device, dtype=torch.float32).unsqueeze(dim=0) q_values = self.policy_net(state) - action = q_values.max(1)[1].item() # 选择Q值最大的动作 + action = q_values.max(1)[1].item() # choose action corresponding to the maximum q value else: action = random.randrange(self.n_actions) return action - def predict(self,state): + def predict_action(self,state): + ''' predict action + ''' with torch.no_grad(): state = torch.tensor(state, device=self.device, dtype=torch.float32).unsqueeze(dim=0) q_values = self.policy_net(state) - action = q_values.max(1)[1].item() # 选择Q值最大的动作 + action = q_values.max(1)[1].item() # choose action corresponding to the maximum q value return action 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 transitions in memory donot meet a batch, not update return - # 从经验回放中(replay memory)中随机采样一个批量的转移(transition) - + else: + if not self.update_flag: + print("begin to update!") + self.update_flag = True + # sample a batch of transitions from replay buffer state_batch, action_batch, reward_batch, next_state_batch, done_batch = self.memory.sample( self.batch_size) - state_batch = torch.tensor(np.array(state_batch), device=self.device, dtype=torch.float) - action_batch = torch.tensor(action_batch, device=self.device).unsqueeze(1) - reward_batch = torch.tensor(reward_batch, device=self.device, dtype=torch.float) - next_state_batch = torch.tensor(np.array(next_state_batch), device=self.device, dtype=torch.float) - done_batch = torch.tensor(np.float32(done_batch), device=self.device) - q_values = self.policy_net(state_batch).gather(dim=1, index=action_batch) # 计算当前状态(s_t,a)对应的Q(s_t, a) - next_q_values = self.target_net(next_state_batch).max(1)[0].detach() # 计算下一时刻的状态(s_t_,a)对应的Q值 - # 计算期望的Q值,对于终止状态,此时done_batch[0]=1, 对应的expected_q_value等于reward - expected_q_values = reward_batch + self.gamma * next_q_values * (1-done_batch) - loss = nn.MSELoss()(q_values, expected_q_values.unsqueeze(1)) # 计算均方根损失 - # 优化更新模型 + state_batch = torch.tensor(np.array(state_batch), device=self.device, dtype=torch.float) # shape(batchsize,n_states) + action_batch = torch.tensor(action_batch, device=self.device).unsqueeze(1) # shape(batchsize,1) + reward_batch = torch.tensor(reward_batch, device=self.device, dtype=torch.float).unsqueeze(1) # shape(batchsize) + next_state_batch = torch.tensor(np.array(next_state_batch), device=self.device, dtype=torch.float) # shape(batchsize,n_states) + done_batch = torch.tensor(np.float32(done_batch), device=self.device).unsqueeze(1) # shape(batchsize,1) + # print(state_batch.shape,action_batch.shape,reward_batch.shape,next_state_batch.shape,done_batch.shape) + # compute current Q(s_t,a), it is 'y_j' in pseucodes + q_value_batch = self.policy_net(state_batch).gather(dim=1, index=action_batch) # shape(batchsize,1),requires_grad=True + # print(q_values.requires_grad) + # compute max(Q(s_t+1,A_t+1)) respects to actions A, next_max_q_value comes from another net and is just regarded as constant for q update formula below, thus should detach to requires_grad=False + next_max_q_value_batch = self.target_net(next_state_batch).max(1)[0].detach().unsqueeze(1) + # print(q_values.shape,next_q_values.shape) + # compute expected q value, for terminal state, done_batch[0]=1, and expected_q_value=rewardcorrespondingly + expected_q_value_batch = reward_batch + self.gamma * next_max_q_value_batch* (1-done_batch) + # print(expected_q_value_batch.shape,expected_q_value_batch.requires_grad) + loss = nn.MSELoss()(q_value_batch, expected_q_value_batch) # shape same to + # backpropagation self.optimizer.zero_grad() loss.backward() - for param in self.policy_net.parameters(): # clip防止梯度爆炸 + # clip to avoid gradient explosion + for param in self.policy_net.parameters(): param.grad.data.clamp_(-1, 1) self.optimizer.step() - def save(self, path): + def save_model(self, path): from pathlib import Path + # create path Path(path).mkdir(parents=True, exist_ok=True) - torch.save(self.target_net.state_dict(), path+'checkpoint.pth') + torch.save(self.target_net.state_dict(), f"{path}/checkpoint.pt") - def load(self, path): - self.target_net.load_state_dict(torch.load(path+'checkpoint.pth')) + def load_model(self, path): + self.target_net.load_state_dict(torch.load(f"{path}/checkpoint.pt")) for target_param, param in zip(self.target_net.parameters(), self.policy_net.parameters()): param.data.copy_(target_param.data) diff --git a/projects/codes/DQN/outputs/CartPole-v0/20220815-185119/models/checkpoint.pth b/projects/codes/DQN/outputs/CartPole-v0/20220815-185119/models/checkpoint.pth deleted file mode 100644 index 8172745b83bf8abcb81bf9c279fe191467f2441d..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 272151 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