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24 documents found, showing 1 through 10. Next 10 →

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Incremental least-squares temporal difference learning
by Alborz Geramifard, Michael Bowling, Richard S. Sutton — 2006 — In Proceedings of the Twenty-First National Conference on Artificial Intelligence (AAAI
…Incremental Least-Squares Temporal Difference Learning Alborz Geramifard Michael Bowling Richard S…
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Least-Squares Temporal Difference Learning
by Justin A. Boyan — 1999 — In Proceedings of the Sixteenth International Conference on Machine Learning
…Least-Squares Temporal Difference Learning Justin A. Boyan NASA Ames Research Center Moffett Field…
Cited by 46 (0 self) – Add To MetaCart

Kernel Least-Squares Temporal Difference Learning Kernel Least-Squares Temporal Difference Learning
by Xin Xu, Tao Xie, Dewen Hu, Xicheng Lu, Xin Xu, Tao Xie, Dewen Hu, Xicheng Lu
…Xin Xu, Tao Xie, Dewen Hu and Xicheng Lu Kernel Least-Squares Temporal Difference Learning Kernel…
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Technical update: Least-squares temporal difference learning
by Justin A. Boyan — 2002 — Machine Learning
… in The Netherlands. Technical Update: Least-Squares Temporal Difference Learning JUSTIN A. BOYAN jab…
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Regularization and feature selection in least-squares temporal difference learning (full version
by J. Zico Kolter, Andrew Y. Ng — 2009
…Regularization and Feature Selection in Least-Squares Temporal Difference Learning J. Zico Kolter…
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Model-Free Least Squares Policy Iteration
by Michail Lagoudakis Duke, Ronald Parr
…-free and completely off policy. We are motivated by the least squares temporal difference learning algorithm (LSTD…
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Model-Free Least Squares Policy Iteration
by Michail G. Lagoudakis, Ronald Parr — 2001 — Advances in Neural Information Processing Systems
…-free and completely off policy. We are motivated by the least squares temporal difference learning algorithm (LSTD…
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Regularized Policy Iteration
by Amir Massoud Farahmand, Csaba Szepesvári, Mohammad Ghavamzadeh, Shie Mannor
… evaluation methods: Bellman residual minimization (BRM) and least-squares temporal difference learning (LSTD…
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Least-squares methods in reinforcement learning for control
by Michail G. Lagoudakis, Ronald Parr, Michael L. Littman — 2002 — In SETN ’02: Proceedings of the Second Hellenic Conference on AI
…, and to engineer these features for better performance. For example, the Least Squares Temporal Difference learning…
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Cv
by Justin A. Boyan
… University, August 1998. [12] Boyan, J. A. "Least-Squares Temporal Difference Learning." Working manuscript…
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