From 058c1512cea8469b489178e9d360af918b37b842 Mon Sep 17 00:00:00 2001 From: JohnJim0816 Date: Thu, 15 Oct 2020 22:16:24 +0800 Subject: [PATCH] update --- .../assets/image-20201015221602396.png | Bin 0 -> 548299 bytes .../assets/moving_average_rewards_eval.png | Bin 0 -> 50937 bytes .../assets/moving_average_rewards_train.png | Bin 0 -> 40678 bytes docs/chapter12/assets/rewards_eval.png | Bin 0 -> 75827 bytes docs/chapter12/assets/rewards_train.png | Bin 0 -> 57002 bytes docs/chapter12/assets/steps_eval.png | Bin 0 -> 23568 bytes docs/chapter12/assets/steps_train.png | Bin 0 -> 23493 bytes docs/chapter12/project3.md | 18 +++++++++++++++- .../assets/image-20201015221032985.png | Bin 0 -> 605464 bytes .../assets/moving_average_rewards_eval.png | Bin 0 -> 36112 bytes .../assets/moving_average_rewards_train.png | Bin 0 -> 36735 bytes docs/chapter7/assets/rewards_eval.png | Bin 0 -> 23756 bytes docs/chapter7/assets/rewards_train.png | Bin 0 -> 49562 bytes docs/chapter7/assets/steps_eval.png 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z@Bm(w4d;b|{%hf!Ui{nSC67-V4V8Y=ClwSd+evl?N05+HUtm^(>l2B2+%Lm31PHH3=+N(m?;qqMOj?+ygv^WqU7 z26V!dAcB*6&h0CyVTV6``b4s^*yB8CuHYCK5d@&2^Wq@7Mu|IQB@&s@2QLb4_e<% A>Hq)$ literal 0 HcmV?d00001 diff --git a/docs/chapter12/project3.md b/docs/chapter12/project3.md index 5134cfb..4533b69 100644 --- a/docs/chapter12/project3.md +++ b/docs/chapter12/project3.md @@ -53,7 +53,23 @@ 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: -![moving_average_rewards](img/moving_average_rewards-8929361.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: + 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z6j1IOhKB9kZvr8X6iNYGPD{0Qc-^+LwS0MfX7u6@@DIWoBR{`||Bu zL|hyt5V~{we43mzU0YwTcA29D9~GQ4P;MQ7P=Z+6+CGG^8oaQ~K5O;!2|v=VB|*A7 z172AAGar8t{mtX^raMA3{+TEVtX=DK3nZ8vOyEiSTmSV#GA=D@6X}f~fc67ZXzGuu e!GH6^F4>UzjjrF{xQP(>cS~MXu29xE;6DIP^^24M literal 0 HcmV?d00001 diff --git a/docs/chapter7/project2.md b/docs/chapter7/project2.md index f372d42..7b93147 100644 --- a/docs/chapter7/project2.md +++ b/docs/chapter7/project2.md @@ -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) \ No newline at end of file

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