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  • Search: subject:"policy gradient methods"
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Subject
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Theorie 3 Theory 3 reinforcement learning 3 Artificial intelligence 2 Dynamic programming 2 Dynamische Optimierung 2 Künstliche Intelligenz 2 Machine Learning and Data Science 2 Mathematical programming 2 Mathematische Optimierung 2 policy gradient methods 2 Entropie 1 Entropy 1 Learning process 1 Lernprozess 1 approximate dynamic programming 1 dynamic programming 1 entropy regularization 1 global convergence 1 gradient dominance 1 natural policy gradient methods 1 policy iteration 1 state aggregation 1
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Online availability
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Free 2 Undetermined 1
Type of publication
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Article 3
Type of publication (narrower categories)
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Article in journal 3 Aufsatz in Zeitschrift 3
Language
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English 3
Author
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Russo, Daniel 2 Bhandari, Jalaj 1 Cen, Shicong 1 Chen, Yuxin 1 Cheng, Chen 1 Chi, Yuejie 1 Wei, Yuting 1
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Operations research 2 Management science : journal of the Institute for Operations Research and the Management Sciences 1
Source
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ECONIS (ZBW) 3
Showing 1 - 3 of 3
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Global optimality guarantees for policy gradient methods
Bhandari, Jalaj; Russo, Daniel - In: Operations research 72 (2024) 5, pp. 1906-1927
Persistent link: https://www.econbiz.de/10015361758
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Fast global convergence of natural policy gradient methods with entropy regularization
Cen, Shicong; Cheng, Chen; Chen, Yuxin; Wei, Yuting; … - In: Operations research 70 (2022) 4, pp. 2563-2578
Persistent link: https://www.econbiz.de/10013366515
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Approximation benefits of policy gradient methods with aggregated states
Russo, Daniel - In: Management science : journal of the Institute for … 69 (2023) 11, pp. 6898-6911
Persistent link: https://www.econbiz.de/10014435438
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