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Michael L. Littman
Department of Computer Science
Duke University
Contact Information
Webpage :
http://www.cs.duke.edu/~mlittman/
Email :
mlittman@cs.duke.edu
Mailing Address
Durham, NC 27708-0129
USA
Publications in UAI
UAI-2011
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Learning is planning: near Bayes-optimal reinforcement learning via Monte-Carlo tree search
UAI-2009
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A Bayesian Sampling Approach to Exploration in Reinforcement Learning
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Exploring compact reinforcement-learning representations with linear regression
UAI-2008
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A Polynomial-time Nash Equilibrium Algorithm for Repeated Stochastic Games
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CORL: A Continuous-state Offset-dynamics Reinforcement Learner
UAI-2006
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An Efficient Optimal-Equilibrium Algorithm for Two-player Game Trees
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Incremental Model-based Learners With Formal Learning-Time Guarantees
UAI-2001
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Graphical Models for Game Theory
UAI-1997
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Incremental Pruning: A Simple, Fast, Exact Method for Partially Observable Markov Decision Processes
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The Complexity of Plan Existence and Evaluation in Probabilistic Domains
UAI-1995
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On the Complexity of Solving Markov Decision Problems
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