CoMIX：高效分散协调和独立决策的多智能体强化学习训练架构

Aug, 2023

CoMIX：高效分散协调和独立决策的多智能体强化学习训练架构

CoMIX: A Multi-agent Reinforcement Learning Training Architecture for Efficient Decentralized Coordination and Independent Decision Making

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Giovanni Minelli, Mirco Musolesi

TL;DRCoordinated QMIX (CoMIX) is a training framework for decentralized agents that enables emergent coordination through flexible policies, improving coordination in multi-agent systems.

Abstract

robust coordination skills enable agents to operate cohesively in shared environments, together towards a common goal and, ideally, individually without hindering each other's progress. To this end, this paper presents