UniIntervene++: An Adaptive Intervention Agent for Efficient Real-World Reinforcement Learning

Yudong Lin, Haoyuan Deng, Zhuoxuan Yuan +3

Online reinforcement learning (RL) enables robot policies to improve through physical interaction, but the assistance they require changes as their competence evolves. Existing int…