Eric A. Hansen

Eric A. Hansen: Solving POMDPs by Searching in Policy Space. CoRR abs/1301.7380 (2013)

Arindam Khaled, Changhe Yuan, Eric A. Hansen: Solving Limited Memory Influence Diagrams Using Branch-and-Bound Search. ISAIM 2012

Eric A. Hansen: Suboptimality Bounds for Stochastic Shortest Path Problems. CoRR abs/1202.3729 (2012)

Brandon M. Malone, Changhe Yuan, Eric A. Hansen, Susan Bridges: Improving the Scalability of . CoRR abs/1202.3744 (2012)

Changhe Yuan, XiaoJian Wu, Eric A. Hansen: Solving Multistage Influence Diagrams using Branch-and-Bound Search. CoRR abs/1203.3531 (2012)

Eric A. Hansen: Sparse Stochastic Finite-State Controllers for POMDPs. CoRR abs/1206.3263 (2012)

Zhengzhu Feng, Eric A. Hansen, Shlomo Zilberstein: Symbolic Generalization for On-line Planning. CoRR abs/1212.2459 (2012)

Brandon M. Malone, Changhe Yuan, Eric A. Hansen: Memory-Efficient Dynamic Programming for Learning Optimal Bayesian Networks. AAAI 2011

Rong Zhou, Eric A. Hansen: Dynamic State-Space Partitioning in External-Memory Graph Search. ICAPS 2011

Sathishkumar Samiappan, Saurabh Prasad, Lori M. Bruce, Eric A. Hansen: Branch and bound based feature elimination for support vector machine based classification of hyperspectral images. IGARSS 2011: 2523-2526

Eric A. Hansen: Suboptimality Bounds for Stochastic Shortest Path Problems. UAI 2011: 301-310

Brandon M. Malone, Changhe Yuan, Eric A. Hansen, Susan Bridges: Improving the Scalability of Optimal Bayesian Network Learning with External-Memory Frontier Breadth-First Branch and Bound Search. UAI 2011: 479-488

Naveen Parihar, Ralf Schlüter, David Rybach, Eric A. Hansen: Parallel lexical-tree based LVCSR on multi-core processors. INTERSPEECH 2010: 1485-1488

Rong Zhou, Tim Schmidt, Eric A. Hansen, Minh Binh Do, Serdar Uckun: Edge Partitioning in Parallel Structured Duplicate Detection. SOCS 2010

Changhe Yuan, XiaoJian Wu, Eric A. Hansen: Solving Multistage Influence Diagrams using Branch-and-Bound Search. UAI 2010: 691-700

Nicolas Meuleau, Emmanuel Benazera, Ronen I. Brafman, Eric A. Hansen, Mausam: A Heuristic Search Approach to Planning with Continuous Resources in Stochastic Domains. J. Artif. Intell. Res. (JAIR) 34: 27-59 (2009)

Daniel S. Bernstein, Christopher Amato, Eric A. Hansen, Shlomo Zilberstein: Policy Iteration for Decentralized Control of Markov Decision Processes. J. Artif. Intell. Res. (JAIR) 34: 89-132 (2009)

Rong Zhou, Eric A. Hansen: Combining Breadth-First and Depth-First Strategies in Searching for Treewidth. IJCAI 2009: 640-645

Changhe Yuan, Eric A. Hansen: Efficient Computation of Jointree Bounds for Systematic MAP Search. IJCAI 2009: 1982-1989

Naveen Parihar, Ralf Schlüter, David Rybach, Eric A. Hansen: Parallel fast likelihood computation for LVCSR using mixture decomposition. INTERSPEECH 2009: 3047-3050

Peter Lamborn, Eric A. Hansen: Layered Duplicate Detection in External-Memory Model Checking. SPIN 2008: 160-175

Eric A. Hansen: Sparse Stochastic Finite-State Controllers for POMDPs. UAI 2008: 256-263

Jussi Rintanen, Bernhard Nebel, J. Christopher Beck, Eric A. Hansen (Eds.): Proceedings of the Eighteenth International Conference on Automated Planning and Scheduling, ICAPS 2008, Sydney, Australia, September 14-18, 2008. AAAI 2008, isbn 978-1-57735-386-7

Eric A. Hansen, Rong Zhou: Anytime Heuristic Search. J. Artif. Intell. Res. (JAIR) 28: 267-297 (2007)

Rong Zhou, Eric A. Hansen: Parallel Structured Duplicate Detection. AAAI 2007: 1217-1224

Eric A. Hansen: Indefinite-Horizon POMDPs with Action-Based Termination. AAAI 2007: 1237-1242

Peng Dai, Eric A. Hansen: Prioritizing Bellman Backups without a Priority Queue. ICAPS 2007: 113-119

Rong Zhou, Eric A. Hansen: Edge Partitioning in External-Memory Graph Search. IJCAI 2007: 2410-2417

Rong Zhou, Eric A. Hansen: Breadth-first heuristic search. Artif. Intell. 170(4-5): 385-408 (2006)

Rong Zhou, Eric A. Hansen: Domain-Independent Structured Duplicate Detection. AAAI 2006: 1082-1088

Rong Zhou, Eric A. Hansen: A Breadth-First Approach to Memory-Efficient Graph Search. AAAI 2006: 1695-1699

Rune M. Jensen, Eric A. Hansen, Simon Richards, Rong Zhou: Memory-Efficient Symbolic Heuristic Search. ICAPS 2006: 304-313

German Florez-Larrahondo, Susan Bridges, Eric A. Hansen: Incremental Estimation of Discrete Hidden Markov Models Based on a New Backward Procedure. AAAI 2005: 758-763

Rong Zhou, Eric A. Hansen: External-Memory Pattern Databases Using Structured Duplicate Detection. AAAI 2005: 1398-1405

Rong Zhou, Eric A. Hansen: Beam-Stack Search: Integrating Backtracking with Beam Search. ICAPS 2005: 90-98

Mausam, Emmanuel Benazera, Ronen I. Brafman, Nicolas Meuleau, Eric A. Hansen: Planning with Continuous Resources in Stochastic Domains. IJCAI 2005: 1244-1251

Daniel S. Bernstein, Eric A. Hansen, Shlomo Zilberstein: Bounded Policy Iteration for Decentralized POMDPs. IJCAI 2005: 1287-1292

Rong Zhou, Eric A. Hansen: Space-Efficient Memory-Based Heuristics. AAAI 2004: 677-682

Rong Zhou, Eric A. Hansen: Structured Duplicate Detection in External-Memory Graph Search. AAAI 2004: 683-689

Eric A. Hansen, Daniel S. Bernstein, Shlomo Zilberstein: Dynamic Programming for Partially Observable Stochastic Games. AAAI 2004: 709-715

Rong Zhou, Eric A. Hansen: Breadth-First Heuristic Search. ICAPS 2004: 92-100

Rong Zhou, Eric A. Hansen: K-Group A for Multiple Sequence Alignment with Quasi-Natural Gap Costs. ICTAI 2004: 688-695

Rong Zhou, Eric A. Hansen: Breadth-First Heuristic Search. KR 2004: 701-709

Eric A. Hansen, Rong Zhou: Synthesis of Hierarchical Finite-State Controllers for POMDPs. ICAPS 2003: 113-122

Rong Zhou, Eric A. Hansen: Sweep A*: Space-Efficient Heuristic Search in Partially Ordered Graphs. ICTAI 2003: 427-434

Rong Zhou, Eric A. Hansen: Sparse-Memory Graph Search. IJCAI 2003: 1259-1268

Zhengzhu Feng, Eric A. Hansen, Shlomo Zilberstein: Symbolic Generalization for On-line Planning. UAI 2003: 209-216

Zhengzhu Feng, Eric A. Hansen: Symbolic Heuristic Search for Factored Markov Decision Processes. AAAI/IAAI 2002: 455-460

Rong Zhou, Eric A. Hansen: Multiple Sequence Alignment Using Anytime A^*. AAAI/IAAI 2002: 975-977

Rong Zhou, Eric A. Hansen: Memory-Bounded A* Graph Search. FLAIRS Conference 2002: 203-209

Eric A. Hansen, Rong Zhou, Zhengzhu Feng: Symbolic Heuristic Search Using Decision Diagrams. SARA 2002: 83-98

Eric A. Hansen, Shlomo Zilberstein: Monitoring and control of anytime algorithms: A dynamic programming approach. Artif. Intell. 126(1-2): 139-157 (2001)

Eric A. Hansen, Shlomo Zilberstein: LAO^*: A heuristic search algorithm that finds solutions with loops. Artif. Intell. 129(1-2): 35-62 (2001)

Rong Zhou, Eric A. Hansen: An Improved Grid-Based Approximation Algorithm for POMDPs. IJCAI 2001: 707-716

Eric A. Hansen, Zhengzhu Feng: Dynamic Programming for POMDPs Using a Factored State Representation. AIPS 2000: 130-139

Eric A. Hansen, Shlomo Zilberstein: Heuristic Search in Cyclic AND/OR Graphs. AAAI/IAAI 1998: 412-418

Eric A. Hansen: Solving POMDPs by Searching in Policy Space. UAI 1998: 211-219

Eric A. Hansen: An Improved Policy Iteration Algorithm for Partially Observable MDPs. NIPS 1997

Eric A. Hansen, Shlomo Zilberstein: Monitoring Anytime Algorithms. SIGART Bulletin 7(2): 28-33 (1996)

Eric A. Hansen, Shlomo Zilberstein: Monitoring the Progress of Anytime Problem-Solving. AAAI/IAAI, Vol. 2 1996: 1229-1234

Eric A. Hansen, Andrew G. Barto, Shlomo Zilberstein: Reinforcement Learning for Mixed Open-loop and Closed-loop Control. NIPS 1996: 1026-1032

Eric A. Hansen: Cost-Effective Sensing during Plan Execution. AAAI 1994: 1029-1035