RL training result very different from the result of 'sim'

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HUNG JUI CHIU
HUNG JUI CHIU 2021 年 6 月 9 日
Matlab v.2020a /RL toobox /DQN agent
I load the save_agent and use 'sim' want to get the result, but the result very different from the training result.
Why they are different?
How to fix this problem?
training result
'sim' result

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Emmanouil Tzorakoleftherakis
Emmanouil Tzorakoleftherakis 2021 年 6 月 22 日
Please see this post that explains why simulation results may differ during training and after training.
If the simulation results are not good enough (regardless of whether they are different from training simulations or not), you likely need to train further.

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