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Value Function Approximation BOOK CHAPTER published 2011 in Encyclopedia of Machine Learning |
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Classification Using Φ-Machines and Constructive Function Approximation JOURNAL ARTICLE published April 2004 in Machine Learning |
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Value Function Approximation BOOK CHAPTER published 2014 in Encyclopedia of Machine Learning and Data Mining |
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Value Function Approximation BOOK CHAPTER published 2017 in Encyclopedia of Machine Learning and Data Mining |
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Kernelized value function approximation for reinforcement learning PROCEEDINGS ARTICLE published 14 June 2009 in Proceedings of the 26th Annual International Conference on Machine Learning Research funded by Defense Advanced Research Projects Agency (HR0011-06-1-0027) | Division of Information and Intelligent Systems (IIS-0713435) |
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Tracking value function dynamics to improve reinforcement learning with piecewise linear function approximation PROCEEDINGS ARTICLE published 20 June 2007 in Proceedings of the 24th international conference on Machine learning |
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Robust neural-fuzzy method for function approximation PROCEEDINGS ARTICLE published July 2008 in 2008 International Conference on Machine Learning and Cybernetics |
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An analysis of linear models, linear value-function approximation, and feature selection for reinforcement learning PROCEEDINGS ARTICLE published 2008 in Proceedings of the 25th international conference on Machine learning - ICML '08 |
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Radial Basis Function Approximation BOOK CHAPTER published 2011 in Encyclopedia of Machine Learning |
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Residual Algorithms: Reinforcement Learning with Function Approximation BOOK CHAPTER published 1995 in Machine Learning Proceedings 1995 |
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Cost-to-Go Function Approximation BOOK CHAPTER published 2011 in Encyclopedia of Machine Learning |
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Constructing basis functions from directed graphs for value function approximation PROCEEDINGS ARTICLE published 20 June 2007 in Proceedings of the 24th international conference on Machine learning |
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An online prediction algorithm for reinforcement learning with linear function approximation using cross entropy method JOURNAL ARTICLE published September 2018 in Machine Learning |
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On Convergence Rate of Adaptive Multiscale Value Function Approximation for Reinforcement Learning PROCEEDINGS ARTICLE published October 2019 in 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP) |
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Analyzing feature generation for value-function approximation PROCEEDINGS ARTICLE published 20 June 2007 in Proceedings of the 24th international conference on Machine learning |
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Stable Function Approximation in Dynamic Programming BOOK CHAPTER published 1995 in Machine Learning Proceedings 1995 |
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ManifoldBoost PROCEEDINGS ARTICLE published 2008 in Proceedings of the 25th international conference on Machine learning - ICML '08 |
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An analysis of reinforcement learning with function approximation PROCEEDINGS ARTICLE published 2008 in Proceedings of the 25th international conference on Machine learning - ICML '08 |
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Feature Selection for Value Function Approximation Using Bayesian Model Selection BOOK CHAPTER published 2009 in Machine Learning and Knowledge Discovery in Databases |
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Basis Function Construction in Reinforcement Learning Using Cascade-Correlation Learning Architecture PROCEEDINGS ARTICLE published 2008 in 2008 Seventh International Conference on Machine Learning and Applications |