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[Feature Request] Get RAM State from Atari ALE #294

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SumeetBatra opened this issue Mar 4, 2024 · 5 comments
Open

[Feature Request] Get RAM State from Atari ALE #294

SumeetBatra opened this issue Mar 4, 2024 · 5 comments
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@SumeetBatra
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Hi folks,

I'm wondering if there is a way to access the RAM state for Atari environments, or if this can be implemented as a feature if not. The RAM buffer contains additional low-dimensional information such as player position info that is useful for some learning tasks. Gymnasium provides an interface to get the RAM state like so env.ale.getRAM() which returns a 128-length numpy array corresponding to the RAM state. Seems like this would be a pretty straightforward addition? Thanks!

@renos
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renos commented Mar 12, 2024

+1

@alexxchen
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Just curious. How is the performance on atrai ram? I suffered from very poor performance using ppo compared to RGB state.

@renos
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renos commented Mar 28, 2024

@alexxchen ALE Ram state is useful for object-centric learning work

@alexxchen
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@alexxchen ALE Ram state is useful for object-centric learning work

@renos Thanks for your information! I hit a blind spot in my knowledge!

@renos
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renos commented Mar 30, 2024

#297

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