Sang-Woo Shin

RoboFQE: Rollout-Free Evaluation of Visual Robot Policies from Offline Trajectories

Evaluating robot policies before deployment typically requires producing new trajectories through real-world execution, simulators, or learned world models. These rollout-based approaches impose infrastructure requirements; simulator and world-model evaluators additionally face prediction errors that can compound over...