Retaining Suboptimal Actions to Follow Shifting Optima in Multi-Agent Reinforcement Learning

Yonghyeon Jo, Sunwoo Lee, Seungyul Han

Value decomposition is a core approach for cooperative multi-agent reinforcement learning (MARL). However, existing methods still rely on a single optimal action and struggle to ad…