A suggestion-sharing MARL algorithm lets agents exchange optimized action proposals for each other, with a theoretical bound relating the surrogate objective to collective return.
Torr, Pushmeet Kohli, and Shimon Whiteson
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Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing
A suggestion-sharing MARL algorithm lets agents exchange optimized action proposals for each other, with a theoretical bound relating the surrogate objective to collective return.