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1235
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Reinforcement learning in a nutshell
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AAAI
2012
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Intelligent Agents
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Kernel-Based Reinforcement Learning on Representative States
11 years 7 months ago
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Markov decision processes (MDPs) are an established framework for solving sequential decision-making problems under uncertainty. In this work, we propose a new method for batchmod...
Branislav Kveton, Georgios Theocharous
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ICML
2000
IEEE
147
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Machine Learning
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ICML 2000
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Learning to Fly: An Application of Hierarchical Reinforcement Learning
14 years 6 months ago
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threewordslong.com
Malcolm R. K. Ryan, Mark D. Reid
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ICML
2003
IEEE
117
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Machine Learning
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ICML 2003
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Model-based Policy Gradient Reinforcement Learning
14 years 6 months ago
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Xin Wang, Thomas G. Dietterich
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ICML
2000
IEEE
183
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Machine Learning
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ICML 2000
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Algorithms for Inverse Reinforcement Learning
14 years 6 months ago
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Andrew Y. Ng, Stuart J. Russell
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ICML
1998
IEEE
152
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Machine Learning
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ICML 1998
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Multi-criteria Reinforcement Learning
14 years 6 months ago
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www.cs.rpi.edu
Csaba Szepesvári, Zoltán Gábo...
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