Eric A. Hansen

Publication Activity (10 Years)

Years Active: 1994-2022
Publications (10 Years): 7

Top Topics

Decision Processes

Influence Diagrams

Markov Decision Process

Shortest Path Problem

Top Venues

Publications

Eric A. Hansen, Jinchuan Shi, James Kastrantas
Strategy Graphs for Influence Diagrams. J. Artif. Intell. Res. 75 (2022)
Eric A. Hansen
An integrated approach to solving influence diagrams and finite-horizon partially observable decision processes. Artif. Intell. 294 (2021)
Eric A. Hansen, Thomas Bowman
Improved Vector Pruning in Exact Algorithms for Solving POMDPs. UAI (2020)
Jinchuan Shi, Eric A. Hansen
Strategy Representation and Compression for Influence Diagrams. ISAIM (2018)
Eric A. Hansen
Error bounds for stochastic shortest path problems. Math. Methods Oper. Res. 86 (1) (2017)
Eric A. Hansen, Ibrahim Abdoulahi
General Error Bounds in Heuristic Search Algorithms for Stochastic Shortest Path Problems. AAAI (2016)
Eric A. Hansen, Jinchuan Shi, Arindam Khaled
A POMDP Approach to Influence Diagram Evaluation. IJCAI (2016)
Eric A. Hansen, Ibrahim Abdoulahi
Efficient Bounds in Heuristic Search Algorithms for Stochastic Shortest Path Problems. AAAI (2015)
Daniel S. Bernstein, Christopher Amato, Eric A. Hansen, Shlomo Zilberstein
Policy Iteration for Decentralized Control of Markov Decision Processes. CoRR (2014)
Nicolas Meuleau, Emmanuel Benazera, Ronen I. Brafman, Eric A. Hansen, Mausam
A Heuristic Search Approach to Planning with Continuous Resources in Stochastic Domains. CoRR (2014)
Eric A. Hansen
Solving POMDPs by Searching in Policy Space CoRR (2013)
Arindam Khaled, Eric A. Hansen, Changhe Yuan
Solving Limited-Memory Influence Diagrams Using Branch-and-Bound Search. CoRR (2013)
Arindam Khaled, Eric A. Hansen, Changhe Yuan
Solving Limited-Memory Influence Diagrams Using Branch-and-Bound Search. UAI (2013)
Eric A. Hansen
Sparse Stochastic Finite-State Controllers for POMDPs CoRR (2012)
Zhengzhu Feng, Eric A. Hansen, Shlomo Zilberstein
Symbolic Generalization for On-line Planning CoRR (2012)
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. CoRR (2012)
Changhe Yuan, XiaoJian Wu, Eric A. Hansen
Solving Multistage Influence Diagrams using Branch-and-Bound Search CoRR (2012)
Eric A. Hansen
Suboptimality Bounds for Stochastic Shortest Path Problems CoRR (2012)
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. UAI (2011)
Rong Zhou, Eric A. Hansen
Dynamic State-Space Partitioning in External-Memory Graph Search. ICAPS (2011)
Brandon M. Malone, Changhe Yuan, Eric A. Hansen
Memory-Efficient Dynamic Programming for Learning Optimal Bayesian Networks. AAAI (2011)
Eric A. Hansen, Rong Zhou
Anytime Heuristic Search CoRR (2011)
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)
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)
Changhe Yuan, XiaoJian Wu, Eric A. Hansen
Solving Multistage Influence Diagrams using Branch-and-Bound Search. UAI (2010)
Rong Zhou, Tim Schmidt, Eric A. Hansen, Minh Binh Do, Serdar Uckun
Edge Partitioning in Parallel Structured Duplicate Detection. SOCS (2010)
Naveen Parihar, Ralf Schlüter, David Rybach, Eric A. Hansen
Parallel lexical-tree based LVCSR on multi-core processors. INTERSPEECH (2010)
Changhe Yuan, Eric A. Hansen
Efficient Computation of Jointree Bounds for Systematic MAP Search. IJCAI (2009)
Naveen Parihar, Ralf Schlüter, David Rybach, Eric A. Hansen
Parallel fast likelihood computation for LVCSR using mixture decomposition. INTERSPEECH (2009)
Rong Zhou, Eric A. Hansen
Dynamic State-Space Partitioning in External-Memory Graph Search. Graph Search Engineering (2009)
Rong Zhou, Eric A. Hansen
Combining Breadth-First and Depth-First Strategies in Searching for Treewidth. IJCAI (2009)
Lubos Brim, Stefan Edelkamp, Eric A. Hansen, Peter Sanders
09491 Abstracts Collection - Graph Search Engineering. Graph Search Engineering (2009)
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. 34 (2009)
Naveen Parihar, Eric A. Hansen
Analysis of a parallel lexical-tree-based speech decoder for multi-core processors. EUSIPCO (2009)
Daniel S. Bernstein, Christopher Amato, Eric A. Hansen, Shlomo Zilberstein
Policy Iteration for Decentralized Control of Markov Decision Processes. J. Artif. Intell. Res. 34 (2009)
Naveen Parihar, Eric A. Hansen
A lexical-tree division-based approach to parallelizing a cross-word speech decoder for multi-core processors. EUSIPCO (2008)
Eric A. Hansen
Sparse Stochastic Finite-State Controllers for POMDPs. UAI (2008)
Peter Lamborn, Eric A. Hansen
Layered Duplicate Detection in External-Memory Model Checking. SPIN (2008)
Rong Zhou, Eric A. Hansen
Parallel Structured Duplicate Detection. AAAI (2007)
Rong Zhou, Eric A. Hansen
Edge Partitioning in External-Memory Graph Search. IJCAI (2007)
Eric A. Hansen
Indefinite-Horizon POMDPs with Action-Based Termination. AAAI (2007)
Eric A. Hansen, Rong Zhou
Anytime Heuristic Search. J. Artif. Intell. Res. 28 (2007)
Peng Dai, Eric A. Hansen
Prioritizing Bellman Backups without a Priority Queue. ICAPS (2007)
Rune M. Jensen, Eric A. Hansen, Simon Richards, Rong Zhou
Memory-Efficient Symbolic Heuristic Search. ICAPS (2006)
Rong Zhou, Eric A. Hansen
Domain-Independent Structured Duplicate Detection. AAAI (2006)
Rong Zhou, Eric A. Hansen
Breadth-first heuristic search. Artif. Intell. 170 (4-5) (2006)
Rong Zhou, Eric A. Hansen
A Breadth-First Approach to Memory-Efficient Graph Search. AAAI (2006)
Rong Zhou, Eric A. Hansen
External-Memory Pattern Databases Using Structured Duplicate Detection. AAAI (2005)
Mausam, Emmanuel Benazera, Ronen I. Brafman, Nicolas Meuleau, Eric A. Hansen
Planning with Continuous Resources in Stochastic Domains. IJCAI (2005)
German Florez-Larrahondo, Susan Bridges, Eric A. Hansen
Incremental Estimation of Discrete Hidden Markov Models Based on a New Backward Procedure. AAAI (2005)
Rong Zhou, Eric A. Hansen
Beam-Stack Search: Integrating Backtracking with Beam Search. ICAPS (2005)
Daniel S. Bernstein, Eric A. Hansen, Shlomo Zilberstein
Bounded Policy Iteration for Decentralized POMDPs. IJCAI (2005)
Rong Zhou, Eric A. Hansen
Space-Efficient Memory-Based Heuristics. AAAI (2004)
Eric A. Hansen, Daniel S. Bernstein, Shlomo Zilberstein
Dynamic Programming for Partially Observable Stochastic Games. AAAI (2004)
Rong Zhou, Eric A. Hansen
Breadth-First Heuristic Search. KR (2004)
Rong Zhou, Eric A. Hansen
Breadth-First Heuristic Search. ICAPS (2004)
Rong Zhou, Eric A. Hansen
Structured Duplicate Detection in External-Memory Graph Search. AAAI (2004)
Rong Zhou, Eric A. Hansen
K-Group A for Multiple Sequence Alignment with Quasi-Natural Gap Costs. ICTAI (2004)
Rong Zhou, Eric A. Hansen
Sweep A*: Space-Efficient Heuristic Search in Partially Ordered Graphs. ICTAI (2003)
Rong Zhou, Eric A. Hansen
Sparse-Memory Graph Search. IJCAI (2003)
Eric A. Hansen, Rong Zhou
Synthesis of Hierarchical Finite-State Controllers for POMDPs. ICAPS (2003)
Zhengzhu Feng, Eric A. Hansen, Shlomo Zilberstein
Symbolic Generalization for On-line Planning. UAI (2003)
Rong Zhou, Eric A. Hansen
. AAAI/IAAI (2002)
Eric A. Hansen, Rong Zhou, Zhengzhu Feng
Symbolic Heuristic Search Using Decision Diagrams. SARA (2002)
Zhengzhu Feng, Eric A. Hansen
Symbolic Heuristic Search for Factored Markov Decision Processes. AAAI/IAAI (2002)
Rong Zhou, Eric A. Hansen
Memory-Bounded A* Graph Search. FLAIRS Conference (2002)
Eric A. Hansen, Shlomo Zilberstein
Monitoring and control of anytime algorithms: A dynamic programming approach. Artif. Intell. 126 (1-2) (2001)
Rong Zhou, Eric A. Hansen
An Improved Grid-Based Approximation Algorithm for POMDPs. IJCAI (2001)
Eric A. Hansen, Shlomo Zilberstein
: A heuristic search algorithm that finds solutions with loops. Artif. Intell. 129 (1-2) (2001)
Eric A. Hansen, Zhengzhu Feng
Dynamic Programming for POMDPs Using a Factored State Representation. AIPS (2000)
Eric A. Hansen
Solving POMDPs by Searching in Policy Space. UAI (1998)
Eric A. Hansen, Shlomo Zilberstein
Heuristic Search in Cyclic AND/OR Graphs. AAAI/IAAI (1998)
Eric A. Hansen
An Improved Policy Iteration Algorithm for Partially Observable MDPs. NIPS (1997)
Eric A. Hansen, Andrew G. Barto, Shlomo Zilberstein
Reinforcement Learning for Mixed Open-loop and Closed-loop Control. NIPS (1996)
Eric A. Hansen, Shlomo Zilberstein
Monitoring the Progress of Anytime Problem-Solving. AAAI/IAAI, Vol. 2 (1996)
Eric A. Hansen, Shlomo Zilberstein
Monitoring Anytime Algorithms. SIGART Bull. 7 (2) (1996)
Eric A. Hansen
Cost-Effective Sensing during Plan Execution. AAAI (1994)