Svar Rajankumar Patel

Optimizing Team Behavior via Extremum-seeking Control in Multi-agent Reinforcement Learning

In cooperative Multi-Agent Reinforcement Learning (MARL), agents must learn to coordinate their actions to achieve shared objectives. A key indicator of effective coordination is behavioral diversity, i.e., the agents'potential to enact distinct yet complementary control policies given the same set of observations. Alt...