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+# Deep Reinforcement Learning Book In Chinese
+
+中文图书[人民邮电出版社](https://www.ituring.com.cn/book/2982)编辑和出版，全书294页，彩色印刷。草稿仍然可以在我的GitHub上免费下载。正式出版的书经过了作者和编辑的反复修改和校对，并添加了少量新的内容、习题、以及全部习题的答案。本书算法的PyTorch代码在这里 [[链接]](https://github.com/DeepRLChinese/DeepRL-Chinese)。
+
+京东：[https://u.jd.com/eLdsveg](https://u.jd.com/eLdsveg)
+
+当当：[http://product.dangdang.com/29490069.html‍‬⁢‬‍‌⁢⁣](http://product.dangdang.com/29490069.html)
+
+
+
+![book1](book1.png)
+
+
+![book2](book2.jpg)
+
+
+![book3](book3.jpg)
+
+
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 5. **Advanced Topics on Policy-Based Learning.**
     
-    * Trust-Region Policy Optimization (TRPO).
+    * Trust-Region Policy Optimization (TRPO)
+    [[slides](https://github.com/wangshusen/DRL/blob/master/Slides/5_Policy_1.pdf)]
+    [[Video (in Chinese)](https://youtu.be/fcSYiyvPjm4)].
     
-    * Policy Network + RNNs.
+    * Partial Observation and RNNs.
 
 
 
 6. **Dealing with Continuous Action Space.**
 
 
-    * Discrete versus Continuous Control.
-    [[slides](https://github.com/wangshusen/DRL/blob/master/Slides/6_Continuous_1.pdf)] 
+    * Discrete versus Continuous Control
+    [[slides](https://github.com/wangshusen/DRL/blob/master/Slides/6_Continuous_1.pdf)]
+    [[Video (in Chinese)](https://youtu.be/rRIjgdxSvg8)].
 
-    * Deterministic Policy Gradient (DPG) for Continuous Control.
+    * Deterministic Policy Gradient (DPG) for Continuous Control
     [[slides](https://github.com/wangshusen/DRL/blob/master/Slides/6_Continuous_2.pdf)] 
+    [[Video (in Chinese)](https://youtu.be/cmWejKRWLA8)].
 
-    * Stochastic Policy Gradient for Continuous Control.
+    * Stochastic Policy Gradient for Continuous Control
     [[slides](https://github.com/wangshusen/DRL/blob/master/Slides/6_Continuous_3.pdf)] 
+    [[Video (in Chinese)](https://youtu.be/McqFyl_W5Wc)].
     
     
 
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