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Can MASAC algorithm be applied in environment with discrete action spaces? #37

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saiyuhang123 opened this issue May 7, 2024 · 3 comments
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@saiyuhang123
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@wenzhangliu
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Currently, the MASAC cannot deal with multi-agent environments with discrete action spaces.

@wenzhangliu wenzhangliu changed the title masac算法可以用于离散环境吗 Can MASAC algorithm be applied in environment with discrete action spaces? May 12, 2024
@wenzhangliu wenzhangliu added the question Further information is requested label May 12, 2024
@SunSkyLH
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SunSkyLH commented Dec 3, 2024

The source paper【https://arxiv.org/pdf/2104.06655】 of the MASAC algorithm encapsulated by xuance supports discrete action space. Why can't MASAC be applied to discrete action space?

@wenzhangliu
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The MASAC algorithm for discrete action spaces differs significantly from that for continuous action spaces. Currently, the MASAC implementation in Xuance does not support discrete action spaces directly, but we plan to add this feature very soon.

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