Scaling Laws for Reward Model Overoptimization in Direct Alignment Algorithms. - Rafael Rafailov; Yaswanth Chittepu; Ryan Park; Harshit Sikchi; Joey Hejna; W. Bradley Knox; Chelsea Finn; Scott Niekum (NeurIPS, 2024)

Reinforcement Learning from Human Feedback with High-Confidence Safety Constraints. - Yaswanth Chittepu; Blossom Metevier; Will Schwarzer; Austin Hoag; Scott Niekum; Philip S. Thomas (CoRR, 2025)