ONLINE PLANNING WITH LOOKAHEAD POLICIES

von Efroni, Yonathan
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 17 of 27 (2021)

CONFIDENCE-BUDGET MATCHING FOR SEQUENTIAL BUDGETED LEARNING

von EFRONI, YONATHAN
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 4 of 16 (2022)

TIGHT REGRET BOUNDS FOR MODEL-BASED REINFORCEMENT LEARNING WITH GREEDY POLICIES

von Efroni, Yonathan
Veröffentlicht in NeurIPS (33. : 2019 : Vancouver, British Columbia) 32nd Conference on Neural Information Processing Systems (NeurIPS 2019) ; Volume 16 of 20 (2020)

Reinforcement Learning in Reward-Mixing MDPs

von Kwon, Jeongyeol
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 3 of 36 (2022)

Minimax Regret for Stochastic Shortest Path

von Cohen, Alon
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 34 of 36 (2022)

BANDITS WITH PARTIALLY OBSERVABLE CONFOUNDED DATA

von Tennenholtz, Guy
Veröffentlicht in Conference on Uncertainty in Artificial Intelligence (37. : 2021 : Online) 37th Conference on Uncertainty in Artificial Intelligence (UAI 2021) ; Part 1 of 3 (2022)

RL for Latent MDPs: Regret Guarantees and a Lower Bound

von Kwon, Jeongyeol
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 29 of 36 (2022)

Tractable Optimality in Episodic Latent MABs

von Kwon, Jeongyeol
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 31 of 50 (2023)

Provable Reinforcement Learning with a Short-Term Memory

von Efroni, Yonathan
Veröffentlicht in International Conference on Machine Learning (39. : 2022 : Baltimore, Md.; Online) International Conference on Machine Learning (ICML 2022) ; Part 8 of 33 (2023)

Sparsity in Partially Controllable Linear Systems

von Efroni, Yonathan
Veröffentlicht in International Conference on Machine Learning (39. : 2022 : Baltimore, Md.; Online) International Conference on Machine Learning (ICML 2022) ; Part 8 of 33 (2023)