RLHF Algorithms Ranked: An Extensive Evaluation Across Diverse Tasks, Rewards, and Hyperparameters. - Lucas Spangher; Rama Kumar Pasumarthi; Nick Masiewicki; William F. Arnold; Aditi Kaushal; Dale Johnson; Peter Grabowski; Eugene Ie (EMNLP (Industry Track), 2025)