Nathan Samuel de Lara

STITCH-OPE: Trajectory Stitching with Guided Diffusion for Off-Policy Evaluation

Off-policy evaluation (OPE) estimates the performance of a target policy using offline data collected from a behavior policy, and is crucial in domains such as robotics or healthcare where direct interaction with the environment is costly or unsafe. Existing OPE methods are ineffective for high-dime…