Byzantine Robust Cooperative Multi-Agent Reinforcement Learning as a Bayesian Game

Simin Li, Jun Guo, Jingqiao Xiu +6

In this study, we explore the robustness of cooperative multi-agent reinforcement learning (c-MARL) against Byzantine failures, where any agent can enact arbitrary, worst-case acti…