Rich State Observations Empower Reinforcement Learning to Surpass PID: A Drone Ball Balancing Study

Mingjiang Liu, Hailong Huang

This paper addresses a drone ball-balancing task, in which a drone stabilizes a ball atop a movable beam through cable-based interaction. We propose a hierarchical control framewor…