Reducing Redundant Computation in Multi-Agent Coordination through Locally Centralized Execution

Yidong Bai, Toshiharu Sugawara

In multi-agent reinforcement learning, decentralized execution is a common approach, yet it suffers from the redundant computation problem. This occurs when multiple agents redunda…