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Does anyone have a learning chart based on episodes? #507

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skhonsha opened this issue Mar 9, 2022 · 4 comments
Open

Does anyone have a learning chart based on episodes? #507

skhonsha opened this issue Mar 9, 2022 · 4 comments
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@skhonsha
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@skhonsha skhonsha commented Mar 9, 2022

I want to know do agents learn? Any tips are appreciated

@XiaoYangLiu-FinRL XiaoYangLiu-FinRL added good first issue help_wanted labels Mar 9, 2022
@Athe-kunal
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@Athe-kunal Athe-kunal commented Mar 9, 2022

Hi @skhonsha, can you elaborate on the question?
The MLP model, which is responsible for predicting Value and Action functions, alters their weights according to the data to come up with actions. So there is learning here. What are you expecting to know from here?

@skhonsha
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@skhonsha skhonsha commented Mar 13, 2022

Plot-of-average-reward-per-episode-versus-epoch-number-for-the-game-of-Seaquest

Hi Dear @Athe-kunal , excuse me I was late, it seems the agents cant train, do you have same chart to see the rewards are increasing by episodes? so training is done.

@Athe-kunal
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@Athe-kunal Athe-kunal commented Mar 13, 2022

You can see the tensorboard plots of the reward to validate whether the model is learning or not. Like in the train_model attribute of SB3 here.

@ghaffari903
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@ghaffari903 ghaffari903 commented Mar 16, 2022

Hi @Athe-kunal , thank you do you have any notebook example?

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