Boosting Sample Efficiency and Generalization in Multi-agent Reinforcement Learning via Equivariance

Joshua McClellan, Naveed Haghani, John Winder +2

Multi-Agent Reinforcement Learning (MARL) struggles with sample inefficiency and poor generalization [1]. These challenges are partially due to a lack of structure or inductive bia…