POLY-HOOT: Monte-Carlo Planning in Continuous Space MDPs with Non-Asymptotic Analysis

von Mao, Weichao
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 6 of 27 (2021)

Dynamic Regret of Policy Optimization in Non-Stationary Environments

von Fei, Yingjie
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 9 of 27 (2021)

LEARNING WHILE PLAYING IN MEAN-FIELD GAMES: CONVERGENCE AND OPTIMALITY

von XIE, QIAOMIN
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 15 of 16 (2022)

Greed works : online algorithms for unrelated machine stochastic scheduling

von Gupta, Varun
Veröffentlicht in Mathematics of operations research (2020)

RISK-SENSITIVE REINFORCEMENT LEARNING: NEAR-OPTIMAL RISK-SAMPLE TRADEOFF IN REGRET

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