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Publications of Author

1. Carlos Diuk, Alexander L. Strehl, Michael L. Littman
   A hierarchical approach to efficient reinforcement learning in deterministic domains. [Citation Graph (0, 0)][DBLP]
   AAMAS, 2006, pp:313-319 [Conf]
   
2. Alexander L. Strehl, Michael L. Littman
   A theoretical analysis of Model-Based Interval Estimation. [Citation Graph (0, 0)][DBLP]
   ICML, 2005, pp:856-863 [Conf]
   
3. Alexander L. Strehl, Lihong Li, Eric Wiewiora, John Langford, Michael L. Littman
   PAC model-free reinforcement learning. [Citation Graph (0, 0)][DBLP]
   ICML, 2006, pp:881-888 [Conf]
   
4. Alexander L. Strehl, Chris Mesterharm, Michael L. Littman, Haym Hirsh
   Experience-efficient learning in associative bandit problems. [Citation Graph (0, 0)][DBLP]
   ICML, 2006, pp:889-896 [Conf]
   
5. Alexander L. Strehl, Michael L. Littman
   An Empirical Evaluation of Interval Estimation for Markov Decision Processes. [Citation Graph (0, 0)][DBLP]
   ICTAI, 2004, pp:128-135 [Conf]
   
6. Bethany R. Leffler, Michael L. Littman, Alexander L. Strehl, Thomas J. Walsh
   Efficient Exploration With Latent Structure. [Citation Graph (0, 0)][DBLP]
   Robotics: Science and Systems, 2005, pp:81-88 [Conf]
   
7. Alexander L. Strehl, Carlos Diuk, Michael L. Littman
   Efficient Structure Learning in Factored-State MDPs. [Citation Graph (0, 0)][DBLP]
   AAAI, 2007, pp:645-650 [Conf]
   
8. Alexander L. Strehl, Lihong Li, Michael L. Littman
   Incremental Model-based Learners With Formal Learning-Time Guarantees. [Citation Graph (0, 0)][DBLP]
   UAI, 2006, pp:- [Conf]
   
9. 
   Expediting RL by using graphical structures. [Citation Graph (, )][DBLP]
   
   
10. 
    Exploration scavenging. [Citation Graph (, )][DBLP]
    
    
11. 
    Online Linear Regression and Its Application to Model-Based Reinforcement Learning. [Citation Graph (, )][DBLP]
    
    
12. 
    Predictive Indexing for Fast Search. [Citation Graph (, )][DBLP]
    
    
13. 
    Conditional Probability Tree Estimation Analysis and Algorithms [Citation Graph (, )][DBLP]
    
    
14. 
    Learning from Logged Implicit Exploration Data [Citation Graph (, )][DBLP]