Uncertainty in Artificial Intelligence
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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
:: Learning is planning: near Bayes-optimal reinforcement learning via Monte-Carlo tree search

UAI-2009
:: A Bayesian Sampling Approach to Exploration in Reinforcement Learning
:: Exploring compact reinforcement-learning representations with linear regression

UAI-2008
:: A Polynomial-time Nash Equilibrium Algorithm for Repeated Stochastic Games
:: CORL: A Continuous-state Offset-dynamics Reinforcement Learner

UAI-2006
:: An Efficient Optimal-Equilibrium Algorithm for Two-player Game Trees
:: Incremental Model-based Learners With Formal Learning-Time Guarantees

UAI-2001
:: Graphical Models for Game Theory

UAI-1997
:: Incremental Pruning: A Simple, Fast, Exact Method for Partially Observable Markov Decision Processes
:: The Complexity of Plan Existence and Evaluation in Probabilistic Domains

UAI-1995
:: On the Complexity of Solving Markov Decision Problems


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