PolicyEvolve: Evolving Programmatic Policies by LLMs for multi-player games via Population-Based Training

Mingrui Lv, Hangzhi Liu, Zhi Luo +2

Multi-agent reinforcement learning (MARL) has achieved significant progress in solving complex multi-player games through self-play. However, training effective adversarial policie…