Outcome-Based Online Reinforcement Learning: Algorithms and Fundamental Limits

26 May 2025

Papers citing "Outcome-Based Online Reinforcement Learning: Algorithms and Fundamental Limits"

2 / 2 papers shown

Title
Value-Incentivized Preference Optimization: A Unified Approach to Online and Offline RLHF Shicong Cen Jincheng Mei Katayoon Goshvadi Hanjun Dai Tong Yang Sherry Yang Dale Schuurmans Yuejie Chi Bo Dai OffRL 152 37 0 20 Feb 2025
Near-optimal Regret Using Policy Optimization in Online MDPs with Aggregate Bandit Feedback Tal Lancewicki Yishay Mansour OffRL 101 2 0 06 Feb 2025