Learning Safe Flow Matching Robot Policies from Binary Feasibility Oracles

Jianming Ma, Rongjun Jin, Yizhi Chen +1

Robot foundation models increasingly rely on flow-based action generation for general-purpose manipulation, yet the generated actions are not guaranteed to satisfy physical constra…