pytorch / pytorch/rl

[Feature Request] Multi-Agent RNNs

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#2,003 0 comments 5 reactions 1 assignee View on GitHub

@vmoens is already working on this.

Since Mar 8, 2024.

enhancement
Dominant language
Python
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Description

Motivation

In the original MAPPO paper, the authors claim an RNN-based actor beats the standard MLP actor, however torchRL currently has no recurrent multi-agent networks.

Also suggested here by @vmoens : https://github.com/pytorch/rl/pull/1921#issuecomment-1955117158

Solution

Add a MultiAgentGRU and MultiAgentLSTM to the multiagent modules.

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