SUREFlow: State-space Uncertainty-aware REsidual Flow Matching for Robust Robot Manipulation

Md Tanvir Islam, Sai Navaneet Peddapalli, Sangmoon Lee +1

Generative vision-language-action policies have advanced robot manipulation, but they often exhibit instability under noise, partial observability, and stochastic initial condition…