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Introduction: The challenge of reinforcement learning JOURNAL ARTICLE published May 1992 in Machine Learning |
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JOURNAL ARTICLE published 1998 in Machine Learning |
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Autonomous shaping PROCEEDINGS ARTICLE published 2006 in Proceedings of the 23rd international conference on Machine learning - ICML '06 |
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REINFORCEMENT LEARNING AND DYNAMIC PROGRAMMING BOOK CHAPTER published 1995 in Analysis, Design and Evaluation of Man–Machine Systems 1995 |
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Using relative novelty to identify useful temporal abstractions in reinforcement learning PROCEEDINGS ARTICLE published 2004 in Twenty-first international conference on Machine learning - ICML '04 |
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Reinforcement learning with replacing eligibility traces JOURNAL ARTICLE published 1996 in Machine Learning |
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Theoretical results on reinforcement learning with temporally abstract options BOOK CHAPTER published 1998 in Machine Learning: ECML-98 |
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Introduction to Reinforcement Learning BOOK CHAPTER published 11 October 2023 in Machine Learning, Animated |
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Identifying useful subgoals in reinforcement learning by local graph partitioning PROCEEDINGS ARTICLE published 2005 in Proceedings of the 22nd international conference on Machine learning - ICML '05 |
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Reinforcement Learning BOOK CHAPTER published 2015 in An Introduction to Machine Learning |
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Reinforcement Learning BOOK CHAPTER published 2017 in An Introduction to Machine Learning |
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Reinforcement Learning BOOK CHAPTER published 31 October 2021 in Machine Learning with Neural Networks |
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JOURNAL ARTICLE published 1996 in Machine Learning |
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JOURNAL ARTICLE published 2002 in Machine Learning |
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Introduction to Reinforcement and Systemic Machine Learning OTHER published 27 July 2012 in Reinforcement and Systemic Machine Learning for Decision Making |
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Reinforcement Learning BOOK CHAPTER published 29 December 2022 in A Hands-On Introduction to Machine Learning |
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Reinforcement Learning: From TD(0) to Deep-Q-Learning BOOK CHAPTER published 2021 in An Introduction to Machine Learning |
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Reinforcement Learning Algorithms BOOK CHAPTER published 2019 in An Introduction to Machine Learning |
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Reinforcement Learning: N-Armed Bandits and Episodes BOOK CHAPTER published 2021 in An Introduction to Machine Learning |
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Linear Least-Squares algorithms for temporal difference learning JOURNAL ARTICLE published 1996 in Machine Learning |