All Roads Lead to Likelihood: The Value of Reinforcement Learning in Fine-Tuning - Swamy, Gokul; Choudhury, Sanjiban; Sun, Wen; Wu, Steven; Bagnell, Drew (International Conference on Learning Representations, 2026)