On the Use and Misuse of Absorbing States in Multi-agent Reinforcement Learning

Andrew Cohen, Ervin Teng, Vincent-Pierre Berges +5

The creation and destruction of agents in cooperative multi-agent reinforcement learning (MARL) is a critically under-explored area of research. Current MARL algorithms often assum…