Alexander L. Strehl

2009
14	EE	Alina Beygelzimer, John Langford, Yuri Lifshits, Gregory B. Sorkin, Alexander L. Strehl: Conditional Probability Tree Estimation Analysis and Algorithms CoRR abs/0903.4217: (2009)
2008
13	EE	Peng Dai, Alexander L. Strehl, Judy Goldsmith: Expediting RL by using graphical structures. AAMAS (3) 2008: 1325-1328
12	EE	John Langford, Alexander L. Strehl, Jennifer Wortman: Exploration scavenging. ICML 2008: 528-535
11	EE	Sharad Goel, John Langford, Alexander L. Strehl: Predictive Indexing for Fast Search. NIPS 2008: 505-512
10	EE	Alexander L. Strehl, Michael L. Littman: An analysis of model-based Interval Estimation for Markov Decision Processes. J. Comput. Syst. Sci. 74(8): 1309-1331 (2008)
2007
9		Alexander L. Strehl, Carlos Diuk, Michael L. Littman: Efficient Structure Learning in Factored-State MDPs. AAAI 2007: 645-650
8	EE	Alexander L. Strehl, Michael L. Littman: Online Linear Regression and Its Application to Model-Based Reinforcement Learning. NIPS 2007
2006
7	EE	Carlos Diuk, Alexander L. Strehl, Michael L. Littman: A hierarchical approach to efficient reinforcement learning in deterministic domains. AAMAS 2006: 313-319
6	EE	Alexander L. Strehl, Lihong Li, Eric Wiewiora, John Langford, Michael L. Littman: PAC model-free reinforcement learning. ICML 2006: 881-888
5	EE	Alexander L. Strehl, Chris Mesterharm, Michael L. Littman, Haym Hirsh: Experience-efficient learning in associative bandit problems. ICML 2006: 889-896
4	EE	Alexander L. Strehl, Lihong Li, Michael L. Littman: Incremental Model-based Learners With Formal Learning-Time Guarantees. UAI 2006
2005
3	EE	Alexander L. Strehl, Michael L. Littman: A theoretical analysis of Model-Based Interval Estimation. ICML 2005: 856-863
2	EE	Bethany R. Leffler, Michael L. Littman, Alexander L. Strehl, Thomas J. Walsh: Efficient Exploration With Latent Structure. Robotics: Science and Systems 2005: 81-88
2004
1	EE	Alexander L. Strehl, Michael L. Littman: An Empirical Evaluation of Interval Estimation for Markov Decision Processes. ICTAI 2004: 128-135

Coauthor Index

1	Alina Beygelzimer	[14]
2	Peng Dai	[13]
3	Carlos Diuk	[7] [9]
4	Sharad Goel	[11]
5	Judy Goldsmith	[13]
6	Haym Hirsh	[5]
7	John Langford	[6] [11] [12] [14]
8	Bethany R. Leffler	[2]
9	Lihong Li	[4] [6]
10	Yuri Lifshits	[14]
11	Michael L. Littman	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10]
12	Chris Mesterharm	[5]
13	Gregory B. Sorkin	[14]
14	Thomas J. Walsh	[2]
15	Eric Wiewiora	[6]
16	Jennifer Wortman	[12]