High-Confidence Policy Improvement from Human Feedback

Hon Tik Tse, Philip S. Thomas, Scott Niekum

Reinforcement Learning Journal, 2025

We propose an algorithm to perform high-confidence policy improvement in the reinforcement learning from human feedback setting.