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Reinforcement learning in the real world PROCEEDINGS ARTICLE published in 2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541) |
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Reinforcement learning with supervision by a stable controller PROCEEDINGS ARTICLE published 2004 in Proceedings of the 2004 American Control Conference |
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Reinforcement Learning BOOK published 1992 |
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Reinforcement Learning with Replacing Eligibility Traces BOOK CHAPTER published in Recent Advances in Reinforcement Learning |
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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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(1983) Andrew G. Barto, Richard S. Sutton, and Charles W. Anderson, "Neuronlike adaptive elements that can solve difficult learning control problems," IEEE Transactions on Systems, Man, and Cybernetics SMC-13: 834-846 BOOK CHAPTER published 7 April 1988 in Neurocomputing, Volume 1 |
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Reinforcement Learning and Dynamic Programming JOURNAL ARTICLE published June 1995 in IFAC Proceedings Volumes |
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Shaping as a method for accelerating reinforcement learning PROCEEDINGS ARTICLE published in Proceedings of the 1992 IEEE International Symposium on Intelligent Control |
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Reinforcement Learning: Connections, Surprises, Challenges JOURNAL ARTICLE published March 2019 in AI Magazine |
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Reinforcement learning control JOURNAL ARTICLE published December 1994 in Current Opinion in Neurobiology |
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JOURNAL ARTICLE published 1998 in Machine Learning |
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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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Theoretical results on reinforcement learning with temporally abstract options BOOK CHAPTER published 1998 in Machine Learning: ECML-98 |
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Landmark learning: An illustration of associative search JOURNAL ARTICLE published November 1981 in Biological Cybernetics |
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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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Enriching behavioral ecology with reinforcement learning methods JOURNAL ARTICLE published April 2019 in Behavioural Processes Research funded by Netherlands Organization for Scientific Research (016.155.195) | Robert Wood Johnson Foundation (73657) | James S. McDonnell Foundation (220020502) | Jacobs Foundation (2017 1261 02) |
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Evolution of reward functions for reinforcement learning PROCEEDINGS ARTICLE published 12 July 2011 in Proceedings of the 13th annual conference companion on Genetic and evolutionary computation |
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Model Minimization in Hierarchical Reinforcement Learning BOOK CHAPTER published 2002 in Lecture Notes in Computer Science |
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Hierarchically organised behaviour and its neural foundations: a reinforcement-learning perspective BOOK CHAPTER published 10 November 2011 in Modelling Natural Action Selection |
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Lernen mit Multi-Agent Reinforcement Learning BOOK CHAPTER published 12 October 2020 in Einstieg in Deep Reinforcement Learning |