Sample and Communication Efficient Fully Decentralized MARL Policy Evaluation via a New Approach: Local TD update

Fnu Hairi, Zifan Zhang, Jia Liu

In actor-critic framework for fully decentralized multi-agent reinforcement learning (MARL), one of the key components is the MARL policy evaluation (PE) problem, where a set of $N…