When Less Is More: What 36 Lidar Experiments Taught Me About RL Agent Perception

During my recent work on reinforcement learning agents navigating unknown environments, I observed something puzzling. My agents would often get stuck in circular scanning patterns—spinning endlessly as if searching for something. At first, I attribu...