Reinforced Few-Shot Acquisition Function Learning for Bayesian Optimization

von Hsieh, Bing-Jing
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 10 of 36 (2022)

NeurWIN: Neural Whittle Index Network For Restless Bandits Via Deep RL

von Nakhleh, Khaled
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 2 of 36 (2022)

EXPLORATION THROUGH REWARD BIASING: REWARD-BIASED MAXIMUM LIKELIHOOD ESTIMATION FOR STOCHASTIC MULTI-ARMED BANDITS

von Liu, Xi
Veröffentlicht in International Conference on Machine Learning (37. : 2020 : Online) 37th International Conference on Machine Learning (ICML 2020) ; Part 8 of 15 (2021)

ESCAPING FROM ZERO GRADIENT: REVISITING ACTION-CONSTRAINED REINFORCEMENT LEARNING VIA FRANK-WOLFE POLICY OPTIMIZATION

von Lin, Jyun-Li
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)