Gradient Information Matters in Policy Optimization by Back-propagating through Model
Chongchong Li, Yue Wang, Wei Chen, Yuting Liu, Zhi-Ming Ma, Tie-Yan Liu
ICLR 2022 | April 2022
Publications
Publications
Publications by Year
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Target Transfer Q-learning and Its Convergence Analysis
Yue Wang, Yuting Liu, Wei Chen, Zhi-Ming Ma, Tie-Yan Liu
Neurocomputing | June 2020
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Finite Sample Analysis of the GTD Policy Evaluation Algorithms in Markov Setting
Yue Wang, Wei Chen, Yuting Liu, Zhi-Ming Ma, Tie-Yan Liu
Advances in Neural Information Processing Systems | December 2017
Publications by Research Area
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Target Transfer Q-learning and Its Convergence Analysis
Yue Wang, Yuting Liu, Wei Chen, Zhi-Ming Ma, Tie-Yan Liu
Neurocomputing | June 2020
Finite Sample Analysis of the GTD Policy Evaluation Algorithms in Markov Setting
Yue Wang, Wei Chen, Yuting Liu, Zhi-Ming Ma, Tie-Yan Liu
Advances in Neural Information Processing Systems | December 2017
-
Gradient Information Matters in Policy Optimization by Back-propagating through Model
Chongchong Li, Yue Wang, Wei Chen, Yuting Liu, Zhi-Ming Ma, Tie-Yan Liu
ICLR 2022 | April 2022
Target Transfer Q-learning and Its Convergence Analysis
Yue Wang, Yuting Liu, Wei Chen, Zhi-Ming Ma, Tie-Yan Liu
Neurocomputing | June 2020
Finite Sample Analysis of the GTD Policy Evaluation Algorithms in Markov Setting
Yue Wang, Wei Chen, Yuting Liu, Zhi-Ming Ma, Tie-Yan Liu
Advances in Neural Information Processing Systems | December 2017
-
Finite Sample Analysis of the GTD Policy Evaluation Algorithms in Markov Setting
Yue Wang, Wei Chen, Yuting Liu, Zhi-Ming Ma, Tie-Yan Liu
Advances in Neural Information Processing Systems | December 2017
Publications by Type
-
Target Transfer Q-learning and Its Convergence Analysis
Yue Wang, Yuting Liu, Wei Chen, Zhi-Ming Ma, Tie-Yan Liu
Neurocomputing | June 2020
-
Gradient Information Matters in Policy Optimization by Back-propagating through Model
Chongchong Li, Yue Wang, Wei Chen, Yuting Liu, Zhi-Ming Ma, Tie-Yan Liu
ICLR 2022 | April 2022
Finite Sample Analysis of the GTD Policy Evaluation Algorithms in Markov Setting
Yue Wang, Wei Chen, Yuting Liu, Zhi-Ming Ma, Tie-Yan Liu
Advances in Neural Information Processing Systems | December 2017
People
Tie-Yan Liu
Distinguished Scientist, Microsoft Research AI for Science
Yue Wang
Senior Researcher