2026
LLM-Guided Communication for Cooperative Multi-Agent Reinforcement Learning
ICML 2026poster
Communication is a key component in multi-agent reinforcement learning (MARL) for mitigating partial observability, yet prior approaches often rely on inefficient information exchange or fail to transmit sufficient state information. To address this, we propose LLM-driven Multi-Agent Communication (…