Decentralized Multi-Agent Reinforcement Learning with Global State Prediction

Joshua Bloom, Pranjal Paliwal, Apratim Mukherjee +1

Deep reinforcement learning (DRL) has seen remarkable success in the control of single robots. However, applying DRL to robot swarms presents significant challenges. A critical cha…