FINDING THE STOCHASTIC SHORTEST PATH WITH LOW REGRET: THE ADVERSARIAL COST AND UNKNOWN TRANSITION CASE

von CHEN, LIYU
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 3 of 16 (2022)

Near-Optimal Goal-Oriented Reinforcement Learning in Non-Stationary Environments

von Chen, Liyu
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 44 of 50 (2023)

Follow-the-Perturbed-Leader for Adversarial Markov Decision Processes with Bandit Feedback

von Dai, Yan
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 15 of 50 (2023)

Improved No-Regret Algorithms for Stochastic Shortest Path with Linear MDP

von Chen, Liyu
Veröffentlicht in International Conference on Machine Learning (39. : 2022 : Baltimore, Md.; Online) International Conference on Machine Learning (ICML 2022) ; Part 4 of 33 (2023)

Learning Infinite-Horizon Average-Reward Markov Decision Process with Constraints

von Chen, Liyu
Veröffentlicht in International Conference on Machine Learning (39. : 2022 : Baltimore, Md.; Online) International Conference on Machine Learning (ICML 2022) ; Part 4 of 33 (2023)

Implicit Finite-Horizon Approximation and Efficient Optimal Algorithms for Stochastic Shortest Path

von Chen, Liyu
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 13 of 36 (2022)

Di 2 jie Zhongguo yin shi wen hua xue shu yan tao hui lun wen ji

Veröffentlicht 821993