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Szepesvari, Csaba
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Model selection in reinforcement learning
Farahmand A., Szepesvári C. Machine Learning 85(3): 299-332, 2011. Type: Article
This paper considers the problem of finding an optimal action-value function, and choosing the action to perform, in the context of batch reinforcement learning. The learning problem is to identify the best action to take in the contex...
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May 3 2012
Efficient approximate planning in continuous space Markovian decision problems
Szepesvári C. AI Communications 14(3): 163-176, 2001. Type: Article
Complexity results for a limited class of Monte-Carlo planning algorithms for Markov decision problems are provided in this paper....
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Jun 20 2003
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