Thomas L. Dean

Publication Activity (10 Years)

Years Active: 1986-2013
Publications (10 Years): 0

Top Topics

Partially Observable

Decision Processes

Markov Decision Processes

Top Venues

Publications

Thomas L. Dean, Keiji Kanazawa
Probabilistic Causal Reasoning CoRR (2013)
Kenneth Basye, Thomas L. Dean
Map Learning with Indistinguishable Locations CoRR (2013)
Michael L. Littman, Thomas L. Dean, Leslie Pack Kaelbling
On the Complexity of Solving Markov Decision Problems CoRR (2013)
Thomas L. Dean, Mark A. Ruzon, Mark Segal, Jonathon Shlens, Sudheendra Vijayanarasimhan, Jay Yagnik
Fast, Accurate Detection of 100, 000 Object Classes on a Single Machine. CVPR (2013)
Milos Hauskrecht, Nicolas Meuleau, Leslie Pack Kaelbling, Thomas L. Dean, Craig Boutilier
Hierarchical Solution of Markov Decision Processes using Macro-actions CoRR (2013)
Thomas L. Dean, Robert Givan, Sonia M. Leach
Model Reduction Techniques for Computing Approximately Optimal Solutions for Markov Decision Processes CoRR (2013)
Thomas L. Dean, Leslie Pack Kaelbling, Jak Kirman, Ann E. Nicholson
Deliberation Scheduling for Time-Critical Sequential Decision Making CoRR (2013)
Thomas L. Dean, Greg Corrado, Jonathon Shlens
Three Controversial Hypotheses Concerning Computation in the Primate Cortex. AAAI (2012)
Joel Young, Thomas L. Dean
Exploiting Locality in Searching the Web CoRR (2012)
Craig Boutilier, Thomas L. Dean, Steve Hanks
Decision-Theoretic Planning: Structural Assumptions and Computational Leverage CoRR (2011)
Thomas L. Dean, Richard Washington, Greg Corrado
Recursive Sparse, Spatiotemporal Coding. ISM (2009)
Thomas L. Dean, Glenn Carroll, Richard Washington
On the Prospects for Building a Working Model of the Visual Cortex. AAAI (2007)
Joel Young, Thomas L. Dean
Exploiting Locality in Searching the Web. UAI (2003)
Robert Givan, Thomas L. Dean, Matthew Greig
Equivalence notions and model minimization in Markov decision processes. Artif. Intell. 147 (1-2) (2003)
Kee-Eung Kim, Thomas L. Dean
Solving factored MDPs using non-homogeneous partitions. Artif. Intell. 147 (1-2) (2003)
Kee-Eung Kim, Thomas L. Dean
Solving Factored MDPs with Large Action Space Using Algebraic Decision Diagrams. PRICAI (2002)
Kee-Eung Kim, Thomas L. Dean
Solving Factored MDPs via Non-Homogeneous Partitioning. IJCAI (2001)
Kee-Eung Kim, Thomas L. Dean, Nicolas Meuleau
Approximate Solutions to Factored Markov Decision Processes via Greedy Search in the Space of Finite State Controllers. AIPS (2000)
Robert Givan, Sonia M. Leach, Thomas L. Dean
Bounded-parameter Markov decision processes. Artif. Intell. 122 (1-2) (2000)
Craig Boutilier, Thomas L. Dean, Steve Hanks
Decision-Theoretic Planning: Structural Assumptions and Computational Leverage. J. Artif. Intell. Res. 11 (1999)
Nicolas Meuleau, Milos Hauskrecht, Kee-Eung Kim, Leonid Peshkin, Leslie Pack Kaelbling, Thomas L. Dean, Craig Boutilier
Solving Very Large Weakly Coupled Markov Decision Processes. AAAI/IAAI (1998)
Milos Hauskrecht, Nicolas Meuleau, Leslie Pack Kaelbling, Thomas L. Dean, Craig Boutilier
Hierarchical Solution of Markov Decision Processes using Macro-actions. UAI (1998)
Thomas L. Dean, Robert Givan, Kee-Eung Kim
Solving Stochastic Planning Problems with Large State and Action Spaces. AIPS (1998)
Thomas L. Dean, Robert Givan
Model Minimization in Markov Decision Processes. AAAI/IAAI (1997)
Robert Givan, Thomas L. Dean
Model Minimization, Regression, and Propositional STRIPS Planning. IJCAI (1997)
Jon Doyle, Thomas L. Dean
Strategic Directions in Artificial Intelligence (Reprint). AI Mag. 18 (1) (1997)
Kenneth Basye, Thomas L. Dean, Jeffrey Scott Vitter
Coping with Uncertainty in Map Learning. Mach. Learn. 29 (1) (1997)
Robert Givan, Sonia M. Leach, Thomas L. Dean
Bounded Parameter Markov Decision Processes. ECP (1997)
Thomas L. Dean, Robert Givan, Sonia M. Leach
Model Reduction Techniques for Computing Approximately Optimal Solutions for Markov Decision Processes. UAI (1997)
Bart Selman, Rodney A. Brooks, Thomas L. Dean, Eric Horvitz, Tom M. Mitchell, Nils J. Nilsson
Challenge Problems for Artificial Intelligence (Panel Statements). AAAI/IAAI, Vol. 2 (1996)
Moises Lejter, Thomas L. Dean
A Framework for the Development of Multiagent Architectures. IEEE Expert 11 (6) (1996)
Jon Doyle, Thomas L. Dean
Strategic Directions in Artificial Intelligence. ACM Comput. Surv. 28 (4) (1996)
Thomas L. Dean, Dana Angluin, Kenneth Basye, Sean P. Engelson, Leslie Pack Kaelbling, Evangelos Kokkevis, Oded Maron
Inferring Finite Automata with Stochastic Output Functions and an Application to Map Learning. Mach. Learn. 18 (1) (1995)
Thomas L. Dean, Leslie Pack Kaelbling, Jak Kirman, Ann E. Nicholson
Planning under Time Constraints in Stochastic Domains. Artif. Intell. 76 (1-2) (1995)
Michael L. Littman, Thomas L. Dean, Leslie Pack Kaelbling
On the Complexity of Solving Markov Decision Problems. UAI (1995)
Kenneth Basye, Thomas L. Dean, Leslie Pack Kaelbling
Learning Dynamics: System Identification for Perceptually Challenged Agents. Artif. Intell. 72 (1-2) (1995)
Mark S. Boddy, Thomas L. Dean
Deliberation Scheduling for Problem Solving in Time-Constrained Environments. Artif. Intell. 67 (2) (1994)
Thomas L. Dean, Leslie Pack Kaelbling, Jak Kirman, Ann E. Nicholson
Planning With Deadlines in Stochastic Domains. AAAI (1993)
Thomas L. Dean, Leslie Pack Kaelbling, Jak Kirman, Ann E. Nicholson
Deliberation Scheduling for Time-Critical Sequential Decision Making. UAI (1993)
Thomas L. Dean, Dana Angluin, Kenneth Basye, Sean P. Engelson, Leslie Pack Kaelbling, Evangelos Kokkevis, Oded Maron
Inferring Finite Automata with Stochastic Output Functions and an Application to Map Learning. AAAI (1992)
Kenneth Basye, Thomas L. Dean, Jak Kirman, Moises Lejter
A Decision-Theoretic Approach to Planning, Perception, and Control. IEEE Expert 7 (4) (1992)
Jak Kirman, Kenneth Basye, Thomas L. Dean
Sensor abstractions for control of navigation. ICRA (1991)
Thomas L. Dean, Kenneth Basye, Robert Chekaluk, Seungseok Hyun, Moises Lejter, Margaret Randazza
Coping with Uncertainty in a Control System for Navigation and Exploration. AAAI (1990)
Keiji Kanazawa, Thomas L. Dean
A Model for Projection and Action. IJCAI (1989)
Thomas L. Dean, Keiji Kanazawa
Persistence and probabilistic projection. IEEE Trans. Syst. Man Cybern. 19 (3) (1989)
Kenneth Basye, Thomas L. Dean
Map Learning with Indistinguishable Locations. UAI (1989)
Kenneth Basye, Thomas L. Dean, Jeffrey Scott Vitter
Coping With Uncertainty in Map Learning. IJCAI (1989)
Mark S. Boddy, Thomas L. Dean
Solving Time-Dependent Planning Problems. IJCAI (1989)
Thomas L. Dean, Keiji Kanazawa
Probabilistic Temporal Reasoning. AAAI (1988)
Thomas L. Dean, Mark S. Boddy
An Analysis of Time-Dependent Planning. AAAI (1988)
Thomas L. Dean, Keiji Kanazawa
Probabilistic causal reasoning. UAI (1988)
Thomas L. Dean, Mark S. Boddy
Reasoning About Partially Ordered Events. Artif. Intell. 36 (3) (1988)
Thomas L. Dean, Drew V. McDermott
Temporal Data Base Management. Artif. Intell. 32 (1) (1987)
Thomas L. Dean, Mark S. Boddy
Incremental Causal Reasoning. AAAI (1987)
Thomas L. Dean
Handling shared resources in a temporal data base management system. COCS (1986)
Thomas L. Dean
Handling shared resources in a temporal data base management system. Decis. Support Syst. 2 (2) (1986)