Low-Rank Agent-Specific Adaptation (LoRASA) for Multi-Agent Policy Learning

Beining Zhang, Aditya Kapoor, Mingfei Sun

Multi-agent reinforcement learning (MARL) often relies on \emph{parameter sharing (PS)} to scale efficiently. However, purely shared policies can stifle each agent's unique special…