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Check why actor loss, critic loss, value loss are increasing #72

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csingh27 opened this issue May 16, 2021 · 2 comments
Open

Check why actor loss, critic loss, value loss are increasing #72

csingh27 opened this issue May 16, 2021 · 2 comments
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Implementation Medium priority Should be done soon but not immediately

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@csingh27
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@csingh27 csingh27 added Medium priority Should be done soon but not immediately Implementation labels May 16, 2021
@csingh27 csingh27 self-assigned this May 16, 2021
@csingh27 csingh27 reopened this May 16, 2021
@csingh27
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5Y :
Actor loss inc.
Critic value dec.
State, action pair not good
Action not defined correctly
OR action defined correctly but policy network returns the wrong actions
?

@csingh27sewts
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csingh27sewts commented May 22, 2021

Things to try :
Reduce batch size
Add more layers to the network
Check gradients
Check weights initialization

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