Laser Learning Environment: A Challenging Cooperative Multi-Agent Reinforcement Learning Benchmark

The Laser Learning Environment (LLE) is a new cooperative multi-agent reinforcement learning environment that exhibits a unique combination of perfect coordination, interdependence, and zero-incentive dynamics, posing significant challenges for current state-of-the-art MARL algorithms.