NO-REGRET EXPLORATION IN CONTEXTUAL REINFORCEMENT LEARNING

von MODI, ADITYA
Veröffentlicht in Conference on Uncertainty in Artificial Intelligence (36. : 2020 : Online) 36th Conference on Uncertainty in Artificial Intelligence (UAI 2020) ; Volume 2 of 3 (2021)

CLINICIAN-IN-THE-LOOP DECISION MAKING: REINFORCEMENT LEARNING WITH NEAR-OPTIMAL SET-VALUED POLICIES

von Tang, Shengpu
Veröffentlicht in International Conference on Machine Learning (37. : 2020 : Online) 37th International Conference on Machine Learning (ICML 2020) ; Part 13 of 15 (2021)

On the Statistical Efficiency of Reward-Free Exploration in Non-Linear RL

von Chen, Jinglin
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 27 of 50 (2023)