Author name: Feiyang Wu, Ye Zhao, Anqi Wu

arXiv:2510.03013v3 Announce Type: replace
Abstract: We propose a distributional framework for offline Inverse Reinforcement Learning (IRL) that jointly models uncertainty over reward functions and full distributions of returns. Unlike conventional IRL…