A View of the Certainty-Equivalence Method for PAC RL as an Application of the Trajectory Tree Method. - Shivaram Kalyanakrishnan; Sheel Shah; Santhosh Kumar Guguloth (AAMAS, 2025)

A New Interpretation of the Certainty-Equivalence Approach for PAC Reinforcement Learning with a Generative Model. - Shivaram Kalyanakrishnan; Sheel Shah; Santhosh Kumar Guguloth (CoRR, 2025)