| 2007 | ||
|---|---|---|
| 66 | Thomas Dean, Glenn Carroll, Richard Washington: On the Prospects for Building a Working Model of the Visual Cortex. AAAI 2007: 1597-1600 | |
| 2006 | ||
| 65 | Thomas Dean: Learning invariant features using inertial priors. Ann. Math. Artif. Intell. 47(3-4): 223-250 (2006) | |
| 2005 | ||
| 64 | Thomas Dean: A Computational Model of the Cerebral Cortex. AAAI 2005: 938-943 | |
| 2003 | ||
| 63 | Joel Young, Thomas Dean: Exploiting Locality in Searching the Web. UAI 2003: 608-615 | |
| 62 | Robert Givan, Thomas Dean, Matthew Greig: Equivalence notions and model minimization in Markov decision processes. Artif. Intell. 147(1-2): 163-223 (2003) | |
| 61 | Kee-Eung Kim, Thomas Dean: Solving factored MDPs using non-homogeneous partitions. Artif. Intell. 147(1-2): 225-251 (2003) | |
| 2002 | ||
| 60 | Kee-Eung Kim, Thomas Dean: Solving Factored MDPs with Large Action Space Using Algebraic Decision Diagrams. PRICAI 2002: 80-89 | |
| 2001 | ||
| 59 | Kee-Eung Kim, Thomas Dean: Solving Factored MDPs via Non-Homogeneous Partitioning. IJCAI 2001: 683-689 | |
| 2000 | ||
| 58 | Kee-Eung Kim, Thomas Dean, Nicolas Meuleau: Approximate Solutions to Factored Markov Decision Processes via Greedy Search in the Space of Finite State Controllers. AIPS 2000: 323-330 | |
| 57 | Robert Givan, Sonia M. Leach, Thomas Dean: Bounded-parameter Markov decision processes. Artif. Intell. 122(1-2): 71-109 (2000) | |
| 1999 | ||
| 56 | Thomas Dean: Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence, IJCAI 99, Stockholm, Sweden, July 31 - August 6, 1999. 2 Volumes, 1450 pages Morgan Kaufmann 1999 | |
| 55 | Craig Boutilier, Thomas Dean, Steve Hanks: Decision-Theoretic Planning: Structural Assumptions and Computational Leverage. J. Artif. Intell. Res. (JAIR) 11: 1-94 (1999) | |
| 1998 | ||
| 54 | Nicolas Meuleau, Milos Hauskrecht, Kee-Eung Kim, Leonid Peshkin, Leslie Pack Kaelbling, Thomas Dean, Craig Boutilier: Solving Very Large Weakly Coupled Markov Decision Processes. AAAI/IAAI 1998: 165-172 | |
| 53 | Thomas Dean, Robert Givan, Kee-Eung Kim: Solving Stochastic Planning Problems with Large State and Action Spaces. AIPS 1998: 102-110 | |
| 52 | Lloyd Greenwald, Thomas Dean: A Conditional Scheduling Approach to Designing Real-Time Systems. AIPS 1998: 224-231 | |
| 51 | Milos Hauskrecht, Nicolas Meuleau, Leslie Pack Kaelbling, Thomas Dean, Craig Boutilier: Hierarchical Solution of Markov Decision Processes using Macro-actions. UAI 1998: 220-229 | |
| 1997 | ||
| 50 | Thomas Dean, Robert Givan: Model Minimization in Markov Decision Processes. AAAI/IAAI 1997: 106-111 | |
| 49 | Robert Givan, Sonia M. Leach, Thomas Dean: Bounded Parameter Markov Decision Processes. ECP 1997: 234-246 | |
| 48 | Robert Givan, Thomas Dean: Model Minimization, Regression, and Propositional STRIPS Planning. IJCAI 1997: 1163-1168 | |
| 47 | Thomas Dean, Robert Givan, Sonia M. Leach: Model Reduction Techniques for Computing Approximately Optimal Solutions for Markov Decision Processes. UAI 1997: 124-131 | |
| 46 | Thomas Dean, Subbarao Kambhampati: Planning and Scheduling. The Computer Science and Engineering Handbook 1997: 614-636 | |
| 45 | R. Peter Bonasso, Thomas Dean: A Retrospective of the AAAI Robot Competitions. AI Magazine 18(1): 11-23 (1997) | |
| 44 | Jon Doyle, Thomas Dean: Strategic Directions in Artificial Intelligence (Reprint). AI Magazine 18(1): 87-101 (1997) | |
| 43 | Kenneth Basye, Thomas Dean, Jeffrey Scott Vitter: Coping with Uncertainty in Map Learning. Machine Learning 29(1): 65-88 (1997) | |
| 1996 | ||
| 42 | R. Peter Bonasso, Thomas Dean: Robots With AI: A Retrospective on the AAAI Robot Competitions and Exhibitions. AAAI/IAAI, Vol. 2 1996: 1321 | |
| 41 | Bart Selman, Rodney A. Brooks, Thomas Dean, Eric Horvitz, Tom M. Mitchell, Nils J. Nilsson: Challenge Problems for Artificial Intelligence (Panel Statements). AAAI/IAAI, Vol. 2 1996: 1340-1345 | |
| 40 | Thomas Dean: Automated Planning. ACM Comput. Surv. 28(1): 85-87 (1996) | |
| 39 | Jon Doyle, Thomas Dean: Strategic Directions in Artificial Intelligence. ACM Comput. Surv. 28(4): 653-670 (1996) | |
| 38 | Thomas Dean: Integrating Theory and Practice in Planning. ACM Comput. Surv. 28(4es): 2 (1996) | |
| 37 | Shieu-Hong Lin, Thomas Dean: Localized Temporal Reasoning Using Subgoals and Abstract Events. Computational Intelligence 12: 423-449 (1996) | |
| 36 | Moises Lejter, Thomas Dean: A Framework for the Development of Multiagent Architectures. IEEE Expert 11(6): 47-59 (1996) | |
| 35 | Lloyd Greenwald, Thomas Dean: Package routing in transportation networks with fixed vehicle schedules. Networks 27(1): 81-93 (1996) | |
| 34 | Thomas Dean: Context-Dependent Computational Components. SIGART Bulletin 7(2): 3-6 (1996) | |
| 1995 | ||
| 33 | Thomas Dean, Shieu-Hong Lin: Decomposition Techniques for Planning in Stochastic Domains. IJCAI 1995: 1121-1129 | |
| 32 | Michael L. Littman, Thomas Dean, Leslie Pack Kaelbling: On the Complexity of Solving Markov Decision Problems. UAI 1995: 394-402 | |
| 31 | Kenneth Basye, Thomas Dean, Leslie Pack Kaelbling: Learning Dynamics: System Identification for Perceptually Challenged Agents. Artif. Intell. 72(1-2): 139-171 (1995) | |
| 30 | Thomas Dean, Leslie Pack Kaelbling, Jak Kirman, Ann E. Nicholson: Planning under Time Constraints in Stochastic Domains. Artif. Intell. 76(1-2): 35-74 (1995) | |
| 29 | Thomas Dean: Review: AI Scheduling Methods. IEEE Expert 10(1): 76-77 (1995) | |
| 28 | Thomas 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. Machine Learning 18(1): 81-108 (1995) | |
| 1994 | ||
| 27 | Lloyd Greenwald, Thomas Dean: Time-Critical Scheduling in Stochastic Domains. AAAI 1994: 1452 | |
| 26 | Thomas Dean, Lloyd Greenwald: Solving Time-critical Decision-making Problems with Predictable Computational Demands. AIPS 1994: 25-30 | |
| 25 | Shieu-Hong Lin, Thomas Dean: Localized Temporal Reasoning: A State-Based Approach. TIME 1994: 3-12 | |
| 24 | Thomas Dean: Meditations on Time and Space: Expediting Temporal Inference by Exploiting Structure in Time and Space (Abstract). TIME 1994: 3-12 | |
| 23 | Mark S. Boddy, Thomas Dean: Deliberation Scheduling for Problem Solving in Time-Constrained Environments. Artif. Intell. 67(2): 245-285 (1994) | |
| 1993 | ||
| 22 | Thomas Dean, Leslie Pack Kaelbling, Jak Kirman, Ann E. Nicholson: Planning With Deadlines in Stochastic Domains. AAAI 1993: 574-579 | |
| 21 | Thomas Dean, Leslie Pack Kaelbling, Jak Kirman, Ann E. Nicholson: Deliberation Scheduling for Time-Critical Sequential Decision Making. UAI 1993: 309-316 | |
| 20 | Thomas Dean, R. Peter Bonasso: 1992 AAAI Robot Exhibition and Competition. AI Magazine 14(1): 35-48 (1993) | |
| 1992 | ||
| 19 | Thomas 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: 208-214 | |
| 18 | Kenneth Basye, Thomas Dean, Jak Kirman, Moises Lejter: A Decision-Theoretic Approach to Planning, Perception, and Control. IEEE Expert 7(4): 58-65 (1992) | |
| 1990 | ||
| 17 | Thomas Dean, Kenneth Basye, Robert Chekaluk, Seungseok Hyun, Moises Lejter, Margaret Randazza: Coping with Uncertainty in a Control System for Navigation and Exploration. AAAI 1990: 1010-1015 | |
| 16 | Thomas Dean, Greg Siegle: An Approach to Reasoning About Continuous Change for Applications in Planning. AAAI 1990: 132-137 | |
| 1989 | ||
| 15 | Kenneth Basye, Thomas Dean, Jeffrey Scott Vitter: Coping With Uncertainty in Map Learning. IJCAI 1989: 663-668 | |
| 14 | Mark S. Boddy, Thomas Dean: Solving Time-Dependent Planning Problems. IJCAI 1989: 979-984 | |
| 13 | Keiji Kanazawa, Thomas Dean: A Model for Projection and Action. IJCAI 1989: 985-990 | |
| 12 | Kenneth Basye, Thomas Dean: Map Learning with Indistinguishable Locations. UAI 1989: 331-342 | |
| 11 | Thomas Dean: Using temporal hierarchies to efficiently maintain large temporal databases. J. ACM 36(4): 687-718 (1989) | |
| 1988 | ||
| 10 | Thomas Dean, Mark S. Boddy: An Analysis of Time-Dependent Planning. AAAI 1988: 49-54 | |
| 9 | Thomas Dean, Keiji Kanazawa: Probabilistic Temporal Reasoning. AAAI 1988: 524-529 | |
| 8 | Thomas Dean, Keiji Kanazawa: Probabilistic causal reasoning. UAI 1988: 27-42 | |
| 7 | Thomas Dean, Mark S. Boddy: Reasoning About Partially Ordered Events. Artif. Intell. 36(3): 375-399 (1988) | |
| 6 | Thomas Dean, R. James Firby, David P. Miller: Hierarchical planning involving deadlines, travel time, and resources. Computational Intelligence 4: 381-398 (1988) | |
| 1987 | ||
| 5 | Thomas Dean, Mark S. Boddy: Incremental Causal Reasoning. AAAI 1987: 196-201 | |
| 4 | Thomas Dean: Large-Scale Temporal Data Bases for Planning in Complex Domains. IJCAI 1987: 860-866 | |
| 3 | Thomas Dean, Drew V. McDermott: Temporal Data Base Management. Artif. Intell. 32(1): 1-55 (1987) | |
| 1985 | ||
| 2 | David P. Miller, R. James Firby, Thomas Dean: Deadlines, Travel Time, and Robot Problem Solving. IJCAI 1985: 1052-1054 | |
| 1 | Thomas Dean: Temporal Reasoning Involving Counterfactuals and Disjunctions. IJCAI 1985: 1060-1062 | |