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Action masking feature (legal actions) #68

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filchristou opened this issue Jan 24, 2024 · 1 comment
Open

Action masking feature (legal actions) #68

filchristou opened this issue Jan 24, 2024 · 1 comment

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@filchristou
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POMDPs.jl supports state-dependent action spaces

However, DeepQLearning.jl is always picking the full action space.
That's because the solve enumerates the actions once here, hands them into the policy, which are broadly used there after.

Do you think of a way to have action masking with the current implementation ?

@filchristou
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hm. or probably give in a customized exploration policy.

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