NON-ASYMPTOTIC GAP-DEPENDENT REGRET BOUNDS FOR TABULAR MDTPS

von Simchowitz, Max
Veröffentlicht in NeurIPS (33. : 2019 : Vancouver, British Columbia) 32nd Conference on Neural Information Processing Systems (NeurIPS 2019) ; Volume 2 of 20 (2020)

Instance-Dependent Near-Optimal Policy Identification in Linear MDPs via Online Experiment Design

von Wagenmaker, Andrew
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 8 of 50 (2023)

A NEW PERSPECTIVE ON POOL-BASED ACTIVE CLASSIFICATION AND FALSE-DISCOVERY CONTROL

von Jain, Lalit
Veröffentlicht in NeurIPS (33. : 2019 : Vancouver, British Columbia) 32nd Conference on Neural Information Processing Systems (NeurIPS 2019) ; Volume 18 of 20 (2020)

Corruption Robust Active Learning

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

SEQUENTIAL EXPERIMENTAL DESIGN FOR TRANSDUCTIVE LINEAR BANDITS

von Fiez, Tanner
Veröffentlicht in NeurIPS (33. : 2019 : Vancouver, British Columbia) 32nd Conference on Neural Information Processing Systems (NeurIPS 2019) ; Volume 14 of 20 (2020)

Practical, Provably-Correct Interactive Learning in the Realizable Setting: The Power of True Believers

von Katz-Samuels, Julian
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 22 of 36 (2022)

AN EMPIRICAL PROCESS APPROACH TO THE UNION BOUND: PRACTICAL ALGORITHMS FOR COMBINATORIAL AND LINEAR BANDITS esse

von Katz-Samuels, Julian
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 13 of 27 (2021)

Instance-optimal PAC Algorithms for Contextual Bandits

von Li, Zhaoqi
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 49 of 50 (2023)

Selective Sampling for Online Best-arm Identification

von Camilleri, Romain
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 14 of 36 (2022)

Active Learning with Safety Constraints

von Camilleri, Romain
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 43 of 50 (2023)