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JohnJim0816
2020-10-15 22:16:24 +08:00
parent 0ff03c498e
commit 058c1512ce
16 changed files with 35 additions and 3 deletions
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docs/chapter7/project2.md
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@@ -54,7 +54,23 @@ for i_episode in range(1, cfg.max_episodes+1): # cfg.max_episodes为最大训练
训练并绘制reward以及滑动平均后的reward随epiosde的变化曲线图并记录超参数写成报告，图示如下：
![p2](img/p2.png)
![rewards_train](assets/rewards_train.png)
![moving_average_rewards_train](assets/moving_average_rewards_train.png)
![steps_train](assets/steps_train.png)
同时也可以绘制测试(eval)模型时的曲线：
![rewards_eval](assets/rewards_eval.png)()
![moving_average_rewards_eval](assets/moving_average_rewards_eval.png)
![steps_eval](assets/steps_eval.png)
也可以[tensorboard](https://pytorch.org/docs/stable/tensorboard.html)查看结果，如下：
![image-20201015221032985](assets/image-20201015221032985.png)
### 代码清单
@@ -66,6 +82,6 @@ for i_episode in range(1, cfg.max_episodes+1): # cfg.max_episodes为最大训练
**memory.py**：保存Replay Buffer
**plot.py**：保存相关绘制函数
**plot.py**：保存相关绘制函数，可选
[参考代码](https://github.com/datawhalechina/leedeeprl-notes/tree/master/codes/dqn)