X-Reset: Scaling Object-Centric Reinforcement Learning via Cross-Embodiment Resets

Prithwish Dan, Chenyang Ma, Wei Zhan

Reinforcement learning (RL) in simulation can train dexterous manipulation policies without robot demonstrations, but training a single generalist policy with task-agnostic rewards…