Online Robust Reinforcement Learning with Model Uncertainty

von Wang, Yue
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 9 of 36 (2022)

FINITE-SAMPLE ANALYSIS OF GREEDY-GQ WITH LINEAR FUNCTION APPROXIMATION UNDER MARKOVIAN NOISE

von WANG, YUE
Veröffentlicht in Conference on Uncertainty in Artificial Intelligence (36. : 2020 : Online) 36th Conference on Uncertainty in Artificial Intelligence (UAI 2020) ; Volume 1 of 3 (2021)

Policy Gradient Method for Robust Reinforcement Learning

von Wang, Yue
Veröffentlicht in International Conference on Machine Learning (39. : 2022 : Baltimore, Md.; Online) International Conference on Machine Learning (ICML 2022) ; Part 28 of 33 (2023)

TWO TIME-SCALE OFF-POLICY TD LEARNING: NON-ASYMPTOTIC ANALYSIS OVER MARKOVIAN SAMPLES

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

Non-Asymptotic Analysis for Two Time-scale TDC with General Smooth Function Approximation

von Wang, Yue
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 12 of 36 (2022)

FINITE-SAMPLE ANALYSIS FOR SARSA WITH LINEAR FUNCTION APPROXIMATION

von Zou, Shaofeng
Veröffentlicht in NeurIPS (33. : 2019 : Vancouver, British Columbia) 32nd Conference on Neural Information Processing Systems (NeurIPS 2019) ; Volume 11 of 20 (2020)

VARIANCE-REDUCED OFF-POLICY TDC LEARNING: NON-ASYMPTOTIC CONVERGENCE ANALYSIS

von Ma, Shaocong
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 18 of 27 (2021)