MAPL: Multi-Objective Preference Learning for Robot Locomotion

Xiyue Chen, Muhan Lin, Shuyang Shi +1

Reward design remains a major bottleneck in reinforcement learning for robot locomotion, where successful policies often depend on carefully tuned, task-specific reward functions.…