Challenges In Marl Non Stationarity Credit Assignment

# Challenges In MARL: Non-Stationarity, Credit Assignment Multi-Agent Reinforcement Learning (MARL) is revolutionizing how we approach complex systems, from autonomous driving to robotic swarms and even economic modeling. Imagine a world where multiple AI agents learn to cooperate and compete to achieve common or individual goals. That's the promise of MARL. However, training these intelligent agents to work together presents unique and significant challenges. This article dives deep into two o