Failure Detection for Surgical Robot Imitation Policies via Flow-Matching World Modeling

Zhefeng Huang, Yilin Cai, Ankit Patel +3

Imitation learning has shown increasing promise for autonomous robotic surgery, yet safe deployment remains challenging due to the safety-critical nature of surgical tasks and the…