Publications

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2019

Wray, Kyle Hollins; Zilberstein, Shlomo

Generalized Controllers in POMDP Decision-Making Conference Forthcoming

Proceedings of the IEEE International Conference on Robotics and Automation (ICRA), Montreal, Quebec, CA, Forthcoming.

Abstract | Links | BibTeX

Saisubramanian, Sandhya; Zilberstein, Shlomo

Minimizing the Negative Side Effects of Planning with Reduced Models Conference

AAAI Workshop on Artificial Intelligence Safety, Honolulu, Hawaii, 2019.

Abstract | Links | BibTeX

Dwaraki, Abhishek; Freedman, Richard G; Zilberstein, Shlomo; Wolf, Tilman

Using Natural Language Constructs and Concepts to Aid Network Management Conference

Proceedings of the International Conference on Computing, Networking and Communications, Honolulu, Hawaii, 2019.

Abstract | Links | BibTeX

Pineda, Luis; Zilberstein, Shlomo

Soft Labeling in Stochastic Shortest Path Problems Conference

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems (AAMAS), Montreal, Quebec, CA, 2019.

Abstract | Links | BibTeX

Wray, Kyle Hollins; Zilberstein, Shlomo

Policy Networks: A Framework for Scalable Integration of Multiple Decision-Making Models (Extended Abstract) Conference

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems (AAMAS), Montreal, Quebec, CA, 2019.

Abstract | Links | BibTeX

2018

Wright, Timothy J; Agrawal, Ravi; Samuel, Siby; Wang, Yuhua; Zilberstein, Shlomo; Fisher, Donald L

Effective Cues for Accelerating Young Drivers' Time to Transfer Control Following a Period of Conditional Automation Journal Article

Accident Analysis and Prevention, 116 , pp. 14–20, 2018.

Links | BibTeX

Wu, Feng; Zilberstein, Shlomo; Chen, Xiaoping

Privacy-Preserving Policy Iteration for Decentralized POMDPs Conference

Proceedings of the 32nd Conference on Artificial Intelligence (AAAI), New Orleans, Louisiana, 2018.

Abstract | Links | BibTeX

Wray, Kyle Hollins; Kumar, Akshat; Zilberstein, Shlomo

Integrated Cooperation and Competition in Multi-Agent Decision-Making Conference

Proceedings of the 32nd Conference on Artificial Intelligence (AAAI), New Orleans, Louisiana, 2018.

Abstract | Links | BibTeX

Freedman, Richard G; Fung, Yi Ren; Ganchin, Roman; Zilberstein, Shlomo

Towards Quicker Probabilistic Recognition with Multiple Goal Heuristic Search Conference

AAAI Workshop on Plan, Activity, and Intent Recognition (PAIR), New Orleans, Louisiana, 2018.

Abstract | Links | BibTeX

Freedman, Richard G; Zilberstein, Shlomo

Roles that Plan, Activity, and Intent Recognition with Planning Can Play in Games Conference

AAAI Workshop on Knowledge Extraction from Games (KEG), New Orleans, Louisiana, 2018.

Abstract | Links | BibTeX

Srivastava, Siddharth; Desai, Nishant; Freedman, Richard G; Zilberstein, Shlomo

An Anytime Algorithm for Task and Motion MDPs Conference

ICAPS Workshop on Planning and Robotics (PlanRob), Delft, The Netherlands, 2018.

Abstract | Links | BibTeX

Keren, Sarah; Pineda, Luis Enrique; Gal, Avigdor; Karpas, Erez; Zilberstein, Shlomo

Relaxed Modification Heuristics for Equi-Reward Utility Maximizing Design Conference

ICAPS Workshop on Heuristics and Search for Domain-Independent Planning (HSDIP), Delft, The Netherlands, 2018.

BibTeX

Saisubramanian, Sandhya; Zilberstein, Shlomo; Shenoy, Prashant J

Planning Using a Portfolio of Reduced Models Conference

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems (AAMAS), Stockholm, Sweden, 2018.

Abstract | Links | BibTeX

Saisubramanian, Sandhya; Zilberstein, Shlomo

Safe Reduced Models for Probabilistic Planning Conference

ICML/IJCAI/AAMAS Workshop on Planning and Learning (PAL), Stockholm, Sweden, 2018.

Abstract | Links | BibTeX

Svegliato, Justin; Wray, Kyle Hollins; Zilberstein, Shlomo

Meta-Level Control of Anytime Algorithms with Online Performance Prediction Conference

Proceedings of the 27th International Joint Conference on Artificial Intelligence, Stockholm, Sweden, 2018.

Abstract | Links | BibTeX

Svegliato, Justin; Witty, Sam; Houmansadr, Amir; Zilberstein, Shlomo

Belief-Space Planning for Automated Malware Defense Conference

IJCAI/ECAI Workshop on AI for Internet of Things (AI4IoT), Stockholm, Sweden, 2018.

Abstract | Links | BibTeX

Svegliato, Justin; Zilberstein, Shlomo

Adaptive Metareasoning for Bounded Rational Agents Conference

IJCAI/ECAI Workshop on Architectures and Evaluation for Generality, Autonomy and Progress in AI (AEGAP), Stockholm, Sweden, 2018.

Abstract | Links | BibTeX

2017

Wright, Timothy J; Agrawal, Ravi; Samuel, Siby; Wang, Yuhua; Zilberstein, Shlomo; Fisher, Donald L

Effects of Alert Cue Specificity on Situation Awareness in Transfer of Control in Level 3 Automation Journal Article

Journal of the Transportation Research Board, 2663 , pp. 27–33, 2017.

Abstract | Links | BibTeX

Agrawal, Ravi; Wright, Timothy J; Samuel, Siby; Zilberstein, Shlomo; Fisher, Donald L

Effects of a Change in Environment on the Minimum Time to Situation Awareness in Transfer of Control Scenarios Journal Article

Journal of the Transportation Research Board, 2663 , pp. 126–133, 2017.

Abstract | Links | BibTeX

Freedman, Richard G; Zilberstein, Shlomo

Integration of Planning with Recognition for Responsive Interaction Using Classical Planners Conference

Proceedings of the 31st Conference on Artificial Intelligence (AAAI), San Francisco, California, 2017.

Abstract | Links | BibTeX

Pineda, Luis Enrique; Wray, Kyle Hollins; Zilberstein, Shlomo

Fast SSP Solvers Using Short-Sighted Labeling Conference

Proceedings of the 31st Conference on Artificial Intelligence (AAAI), San Francisco, California, 2017.

Abstract | Links | BibTeX

Wu, Xiaojian; Kumar, Akshat; Sheldon, Daniel; Zilberstein, Shlomo

Robust Optimization for Tree-Structured Stochastic Network Design Conference

Proceedings of the 31st Conference on Artificial Intelligence (AAAI), San Francisco, California, 2017.

Abstract | Links | BibTeX

Wray, Kyle H; Zilberstein, Shlomo

Approximating Reachable Belief Points in POMDPs with Applications to Robotic Navigation and Localization Conference

ICAPS Workshop on Planning and Robotics (PlanRob), Pittsburgh, Pennsylvania, 2017.

Abstract | Links | BibTeX

Keren, Sarah; Pineda, Luis Enrique; Gal, Avigdor; Karpas, Erez; Zilberstein, Shlomo

Equi-Reward Utility Maximizing Design in Stochastic Environments Conference

ICAPS Workshop on Heuristics and Search for Domain-independent Planning (HSDIP), Pittsburgh, Pennsylvania, 2017.

BibTeX

Saisubramanian, Sandhya; Zilberstein, Shlomo; Shenoy, Prashant

Optimizing Electric Vehicle Charging Through Determinization Conference

ICAPS Workshop on Scheduling and Planning Applications (SPARK), Pittsburgh, Pennsylvania, 2017.

Abstract | Links | BibTeX

Freedman, Richard G; Zilberstein, Shlomo

A PDDL Representation for Contradance Composition Conference

ICAPS Workshop on Knowledge Engineering for Planning and Scheduling (KEPS), Pittsburgh, Pennsylvania, 2017.

BibTeX

Wray, Kyle Hollins; Witwicki, Stefan J; Zilberstein, Shlomo

Online Decision Making for Scalable Autonomous Systems Conference

Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI), 2017.

Abstract | Links | BibTeX

Wu, Feng; Zilberstein, Shlomo; Chen, Xiaoping

Multi-Agent Planning with Baseline Regret Minimization Conference

Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI), 2017.

Abstract | Links | BibTeX

Zhang, Haochong; Cao, Rongyun; Zilberstein, Shlomo; Wu, Feng; Chen, Xiaoping

Toward Effective Soft Robot Control via Reinforcement Learning Conference

Proceedings of the 10th International Conference on Intelligent Robotics and Applications, 2017.

Abstract | Links | BibTeX

Wray, Kyle Hollins; Zilberstein, Shlomo

Approximating reachable belief points in POMDPs Conference

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Vancouver, BC, Canada, 2017.

Abstract | Links | BibTeX

Pineda, Luis; Zilberstein, Shlomo

Generalizing the Role of Determinization in Probabilistic Planning Technical Report

College of Information and Computer Sciences, University of Massachussetts Amherst (2017-06), 2017.

Abstract | Links | BibTeX

2016

Samuel, Siby; Borowsky, Avinoam; Zilberstein, Shlomo; Fisher, Donald L

Minimum Time to Situation Awareness in Scenarios Involving Transfer of Control from an Automated Driving Suite Journal Article

Journal of the Transportation Research Board, 2602 , pp. 115–120, 2016.

Abstract | Links | BibTeX

Wray, Kyle Hollins; Zilberstein, Shlomo

A POMDP Formulation of Proactive Learning Conference

Proceedings of the 30th Conference on Artificial Intelligence (AAAI), Phoenix, Arizona, 2016.

Abstract | Links | BibTeX

Wu, Xiaojian; Sheldon, Daniel; Zilberstein, Shlomo

Optimizing Resilience in Large Scale Networks Conference

Proceedings of the 30th Conference on Artificial Intelligence (AAAI), Phoenix, Arizona, 2016.

Abstract | Links | BibTeX

Wray, Kyle Hollins; Pineda, Luis Enrique; Zilberstein, Shlomo

Hierarchical Approach to Transfer of Control in Semi-Autonomous Systems (Extended Abstract) Conference

Proceedings of the 15th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), Singapore, 2016.

Links | BibTeX

Kumar, Akshat; Mostafa, Hala; Zilberstein, Shlomo

Dual Formulations for Optimizing Dec-POMDP Controllers Conference

Proceedings of the 26th International Conference on Automated Planning and Scheduling (ICAPS), London, UK, 2016.

Abstract | Links | BibTeX

Wray, Kyle Hollins; Pineda, Luis Enrique; Zilberstein, Shlomo

Hierarchical Approach to Transfer of Control in Semi-Autonomous Systems Conference

Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI), New York, NY, 2016.

Abstract | Links | BibTeX

Pineda, Luis Enrique; Wray, Kyle Hollins; Zilberstein, Shlomo

Fast SSP Solvers Using Short-Sighted Labeling Conference

IJCAI Workshop on Goal Reasoning, New York, NY, 2016.

BibTeX

Freedman, Richard G; Zilberstein, Shlomo

Using Metadata to Automate Interpretations of Unsupervised Learning-Derived Clusters Conference

IJCAI Workshop on Human is More Than a Labeler, New York, NY, 2016.

Abstract | Links | BibTeX

Wray, Kyle Hollins; Ruiken, Dirk; Grupen, Roderic A; Zilberstein, Shlomo

Log-Space Harmonic Function Path Planning Conference

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Daejeon, South Korea, 2016.

Abstract | Links | BibTeX

Freedman, Richard G; Zilberstein, Shlomo

Safety in AI-HRI: Challenges Complementing User Experience Quality Conference

AAAI Fall Symposium on Artificial Intelligence and Human-Robot Interaction (AI-HRI), Arlington, Virginia, 2016.

Abstract | Links | BibTeX

2015

Brafman, Ronen; Domshlak, Carmel; Haslum, Patrik; Zilberstein, Shlomo (Ed.)

Proceedings of the 25th International Conference on Automated Planning and Scheduling Proceeding

AAAI, Jerusalem, Israel, 2015, ISBN: 978-1-57735-731-5.

Links | BibTeX

Kumar, Akshat; Zilberstein, Shlomo; Toussaint, Marc

Probabilistic Inference Techniques for Scalable Multiagent Decision Making Journal Article

Journal of Artificial Intelligence Research (JAIR), 53 , pp. 223–270, 2015.

Abstract | Links | BibTeX

Wray, Kyle Hollins; Zilberstein, Shlomo; Mouaddib, Abdel-Illah

Multi-Objective MDPs with Conditional Lexicographic Reward Preferences Conference

Proceedings of the 29th Conference on Artificial Intelligence (AAAI), Austin, Texas, 2015.

Abstract | Links | BibTeX

Zilberstein, Shlomo

Building Strong Semi-Autonomous Systems Conference

Proceedings of the 29th Conference on Artificial Intelligence (AAAI), Austin, Texas, 2015.

Abstract | Links | BibTeX

Srivastava, Siddharth; Zilberstein, Shlomo; Gupta, Abhishek; Abbeel, Pieter; Russell, Stuart

Tractability of Planning with Loops Conference

Proceedings of the 29th Conference on Artificial Intelligence (AAAI), Austin, Texas, 2015.

Abstract | Links | BibTeX

Jung, Hee-Tae; Freedman, Richard G; Foster, Tammie; Choe, Yu-Kyong; Zilberstein, Shlomo; Grupen, Roderic A

Learning Therapy Strategies from Demonstration Using Latent Dirichlet Allocation Conference

Proceedings of the 20th ACM Conference on Intelligent User Interfaces (IUI), Atlanta, Georgia, 2015.

Abstract | Links | BibTeX

Kumar, Akshat; Zilberstein, Shlomo

History-Based Controller Design and Optimization for Partially Observable MDPs Conference

Proceedings of the 25th International Conference on Automated Planning and Scheduling (ICAPS), Jerusalem, Israel, 2015.

Abstract | Links | BibTeX

Mouaddib, Abdel-Illah; Jeanpierre, Laurent; Zilberstein, Shlomo

Handling Advice in MDPs for Semi-Autonomous Systems Conference

ICAPS Workshop on Planning and Robotics (PlanRob), Jerusalem, Israel, 2015.

BibTeX

Wray, Kyle; Zilberstein, Shlomo

Multi-Objective POMDPs with Lexicographic Reward Preferences Conference

Proceedings of the 24th International Joint Conference on Artificial Intelligence (IJCAI), Buenos Aires, Argentina, 2015.

Abstract | Links | BibTeX

Wu, Xiaojian; Sheldon, Daniel; Zilberstein, Shlomo

Fast Combinatorial Algorithm for Optimizing the Spread of Cascades Conference

Proceedings of the 24th International Joint Conference on Artificial Intelligence (IJCAI), Buenos Aires, Argentina, 2015.

Abstract | Links | BibTeX

Jung, Hee-Tae; Freedman, Richard G; Takahashi, Takeshi; Wong, Jay Ming; Zilberstein, Shlomo; Grupen, Roderic A; Choe, Yu-kyong

Adaptive Therapy Strategies: Efficacy and Learning Framework Conference

Proceedings of the IEEE/RAS-EMBS International Conference on Rehabilitation Robotics, Singapore, 2015.

Abstract | Links | BibTeX

Freedman, Richard G; Zilberstein, Shlomo

Automated Interpretations of Unsupervised Learning-Derived Clusters for Activity Recognition Conference

Ro-Man Workshop on Learning for Human-Robot Collaboration, Kobe, Japan, 2015.

Links | BibTeX

Pineda, Luis; Takahashi, Takeshi; Jung, Hee-Tae; Zilberstein, Shlomo; Grupen, Roderic

Continual Planning for Search and Rescue Robots Conference

Proceedings of the IEEE-RAS 15th International Conference on Humanoid Robots, Seoul, Korea, 2015.

Abstract | Links | BibTeX

Freedman, Richard G; Jung, Hee-Tae; Zilberstein, Shlomo

Temporal and Object Relations in Unsupervised Plan and Activity Recognition Conference

AAAI Fall Symposium on Artificial Intelligence and Human-Robot Interaction (AI-HRI), Arlington, Virginia, 2015.

Abstract | Links | BibTeX

Pineda, Luis; Wray, Kyle Hollins; Zilberstein, Shlomo

Revisiting Multi-Objective MDPs with Relaxed Lexicographic Preferences Conference

AAAI Fall Symposium on Sequential Decision Making for Intelligent Agents (SDMIA), Arlington, Virginia, 2015.

Abstract | Links | BibTeX

Wray, Kyle Hollins; Zilberstein, Shlomo

A Parallel Point-Based POMDP Algorithm Leveraging GPUs Conference

AAAI Fall Symposium on Sequential Decision Making for Intelligent Agents (SDMIA), Arlington, Virginia, 2015.

Abstract | Links | BibTeX

Wu, Xiaojian; Sheldon, Daniel; Zilberstein, Shlomo

Efficient Algorithms to Optimize Diffusion Processes under the Independent Cascade Model Conference

NIPS Workshop on Networks in the Social and Information Sciences, Montreal, Quebec, 2015.

Abstract | Links | BibTeX

2014

Nguyen, Duc Thien; Yeoh, William; Lau, Hoong Chuin; Zilberstein, Shlomo; Zhang, Chongjie

Decentralized Multi-Agent Reinforcement Learning in Average-Reward Dynamic DCOPs Conference

Proceedings of the 13th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), Paris, France, 2014.

Abstract | Links | BibTeX

Freedman, Richard G; Jung, Hee-Tae; Zilberstein, Shlomo

Plan and Activity Recognition from a Topic Modeling Perspective Conference

Proceedings of the 24thInternational Conference on Automated Planning and Scheduling (ICAPS), Portsmouth, New Hampshire, 2014.

Abstract | Links | BibTeX

Pineda, Luis; Zilberstein, Shlomo

Planning Under Uncertainty Using Reduced Models: Revisiting Determinization Conference

Proceedings of the 24th International Conference on Automated Planning and Scheduling (ICAPS), Portsmouth, New Hampshire, 2014.

Abstract | Links | BibTeX

Nguyen, Duc Thien; Yeoh, William; Lau, Hoong Chuin; Zilberstein, Shlomo; Zhang, Chongjie

Decentralized Multi-Agent Reinforcement Learning in Average-Reward Dynamic DCOPs Conference

Proceedings of the 28th Conference on Artificial Intelligence (AAAI), Quebec City, Canada, 2014.

Abstract | Links | BibTeX

Wu, Xiaojian; Sheldon, Daniel; Zilberstein, Shlomo

Rounded Dynamic Programming for Tree-Structured Stochastic Network Design Conference

Proceedings of the 28th Conference on Artificial Intelligence (AAAI), Quebec City, Canada, 2014.

Abstract | Links | BibTeX

Wu, Xiaojian; Sheldon, Daniel; Zilberstein, Shlomo

Stochastic Network Design in Bidirected Trees Conference

Proceedings of the 28th Neural Information Processing Systems Conference (NIPS), Montreal, Canada, 2014.

Abstract | Links | BibTeX

Pineda, Luis; Zilberstein, Shlomo

Realtime Concurrent Planning and Plan Execution in Stochastic Domains Technical Report

School of Computer Science, University of Massachussetts Amherst (2014-21), 2014.

Abstract | Links | BibTeX

2013

Brafman, Ronen I; Shani, Guy; Zilberstein, Shlomo

Qualitative Planning under Partial Observability in Multi-Agent Domains Conference

Proceedings of the 27th Conference on Artificial Intelligence (AAAI), Bellevue, Washington, 2013.

Abstract | Links | BibTeX

Pineda, Luis; Lu, Yi; Zilberstein, Shlomo; Goldman, Claudia V

Fault-Tolerant Planning Under Uncertainty Conference

Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI), Beijing, China, 2013.

Abstract | Links | BibTeX

Wu, Feng; Zilberstein, Shlomo; Jennings, Nicholas R

Monte-Carlo Expectation Maximization for Decentralized POMDPs Conference

Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI), Beijing, China, 2013.

Abstract | Links | BibTeX

Wu, Xiaojian; Kumar, Akshat; Sheldon, Daniel; Zilberstein, Shlomo

Parameter Learning for Latent Network Diffusion Conference

Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI), Beijing, China, 2013.

Abstract | Links | BibTeX

Yeoh, William; Kumar, Akshat; Zilberstein, Shlomo

Automated Generation of Interaction Graphs for Value-Factored Dec-POMDPs Conference

Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI), Beijing, China, 2013.

Abstract | Links | BibTeX

Wu, Xiaojian; Sheldon, Daniel; Zilberstein, Shlomo

Stochastic Network Design for River Networks Conference

NIPS Workshop on Machine Learning for Sustainability, Lake Tahoe, Nevada, 2013.

Abstract | Links | BibTeX

Durfee, Edmund; Zilberstein, Shlomo

Multiagent Planning, Control, and Execution Incollection

Weiss, G (Ed.): Multiagent Systems, Second Edition, pp. 485–546, MIT Press, Cambridge, MA, USA, 2013.

Links | BibTeX

2012

Srivastava, Siddharth; Immerman, Neil; Zilberstein, Shlomo

Applicability Conditions for Plans with Loops: Computability Results and Algorithms Journal Article

Artificial Intelligence (AIJ), 191 , pp. 1–19, 2012.

Abstract | Links | BibTeX

Kumar, Akshat; Zilberstein, Shlomo; Toussaint, Marc

Message-Passing Algorithms for MAP Estimation Using DC Programming Conference

Proceedings of the 15th International Conference on Artificial Intelligence and Statistics (AISTATS), La Palma, Canary Islands, 2012.

Abstract | Links | BibTeX

Kumar, Akshat; Wu, Xiaojian; Zilberstein, Shlomo

Lagrangian Relaxation Techniques for Scalable Spatial Conservation Planning Conference

Proceedings of the 26th Conference on Artificial Intelligence (AAAI), Toronto, Canada, 2012.

Abstract | Links | BibTeX

Petrik, Marek; Zilberstein, Shlomo

Learning Feature-Based Heuristic Functions Incollection

Hamadi, Youssef; Monfroy, Eric; Saubion, Frederic (Ed.): Autonomous Search, pp. 269–305, Springer, Berlin, Heidelberg, 2012.

Abstract | Links | BibTeX

2011

Srivastava, Siddharth; Immerman, Neil; Zilberstein, Shlomo

A New Representation and Associated Algorithms for Generalized Planning Journal Article

Artificial Intelligence (AIJ), 175 (2), pp. 615–647, 2011.

Abstract | Links | BibTeX

Wu, Feng; Zilberstein, Shlomo; Chen, Xiaoping

Online Planning for Multi-Agent Systems with Bounded Communication Journal Article

Artificial Intelligence (AIJ), 175 (2), pp. 487–511, 2011.

Abstract | Links | BibTeX

Petrik, Marek; Zilberstein, Shlomo

Robust Approximate Bilinear Programming for Value Function Approximation Journal Article

Journal of Machine Learning Research (JMLR), 12 , pp. 3027–3063, 2011.

Abstract | Links | BibTeX

Carlin, Alan; Zilberstein, Shlomo

Decentralized Monitoring of Distributed Anytime Algorithms Conference

Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), Taipei, Taiwan, 2011.

Abstract | Links | BibTeX

Kumar, Akshat; Zilberstein, Shlomo

Message-Passing Algorithms for Large Structured Decentralized POMDPs Conference

Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), Taipei, Taiwan, 2011.

Abstract | Links | BibTeX

Srivastava, Siddharth; Immerman, Neil; Zilberstein, Shlomo; Zhang, Tianjiao

Directed Search for Generalized Plans Using Classical Planners Conference

Proceedings of the 21st International Conference on Automated Planning and Scheduling (ICAPS), Freiburg, Germany, 2011.

Abstract | Links | BibTeX

Kumar, Akshat; Zilberstein, Shlomo

Message-Passing Algorithms for Quadratic Programming Formulations of MAP Estimation Conference

Proceedings of the 27th Conference on Uncertainty in Artificial Intelligence (UAI), Barcelona, Spain, 2011.

Abstract | Links | BibTeX

Kumar, Akshat; Zilberstein, Shlomo; Toussaint, Marc

Scalable Multiagent Planning Using Probabilistic Inference Conference

Proceedings of the 22nd International Joint Conference on Artificial Intelligence (IJCAI), Barcelona, Spain, 2011.

Abstract | Links | BibTeX

Wu, Feng; Zilberstein, Shlomo; Chen, Xiaoping

Online Planning for Ad Hoc Autonomous Agent Teams Conference

Proceedings of the 22nd International Joint Conference on Artificial Intelligence (IJCAI), Barcelona, Spain, 2011.

Abstract | Links | BibTeX

Kumar, Akshat; Zilberstein, Shlomo

On Message-Passing, MAP Estimation in Graphical Models and DCOPs Conference

International Workshop on Distributed Constraint Reasoning (DCR), Barcelona, Spain, 2011.

Abstract | Links | BibTeX

Petrik, Marek; Zilberstein, Shlomo

Linear Dynamic Programs for Resource Management Conference

Proceedings of the 25th Conference on Artificial Intelligence (AAAI), San Francisco, California, 2011.

Abstract | Links | BibTeX

Srivastava, Siddharth; Zilberstein, Shlomo; Immerman, Neil; Geffner, Hector

Qualitative Numeric Planning Conference

Proceedings of the 25th Conference on Artificial Intelligence (AAAI), San Francisco, California, 2011.

Abstract | Links | BibTeX

Srivastava, Siddharth; Immerman, Neil; Zilberstein, Shlomo

Termination and Correctness Analysis of Cyclic Control Conference

Proceedings of the 25th Conference on Artificial Intelligence (AAAI Nectar Track), San Francisco, California, 2011.

Abstract | Links | BibTeX

Wu, Xiaojian; Kumar, Akshat; Zilberstein, Shlomo

Influence Diagrams with Memory States: Representation and Algorithms Conference

Proceedings of the 2nd International Conference on Algorithmic Decision Theory (ADT), Piscataway, New Jersey, 2011.

Abstract | Links | BibTeX

Zilberstein, Shlomo

Metareasoning and Bounded Rationality Incollection

Cox, M; Raja, A (Ed.): Metareasoning: Thinking about Thinking, pp. 27–40, MIT Press, Cambridge, MA, USA, 2011.

Links | BibTeX

Carling, Alan; Zilberstein, Shlomo

Bounded Rationality in Multiagent Systems Using Decentralized Metareasoning Incollection

Guy, T; Karny, M; Wolpert, D (Ed.): Decision Making with Imperfect Decision Makers, pp. 1–28, Springer, Berlin, Heidelberg, 2011.

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2010

Amato, Christopher; Bernstein, Daniel S; Zilberstein, Shlomo

Optimizing Fixed-Size Stochastic Controllers for POMDPs and Decentralized POMDPs Journal Article

Autonomous Agents and Multi-Agent Systems (JAAMAS), 21 (3), pp. 293–320, 2010.

Abstract | Links | BibTeX

Kumar, Akshat; Zilberstein, Shlomo

Point-Based Backup for Decentralized POMDPs: Complexity and New Algorithms Conference

Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), Toronto, Canada, 2010.

Abstract | Links | BibTeX

Srivastava, Siddharth; Immerman, Neil; Zilberstein, Shlomo

Merging Example Plans into Generalized Plans for Non-deterministic Environments Conference

Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), Toronto, Canada, 2010.

Abstract | Links | BibTeX

Wu, Feng; Zilberstein, Shlomo; Chen, Xiaoping

Point-Based Policy Generation for Decentralized POMDPs Conference

Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), Toronto, Canada, 2010.

Abstract | Links | BibTeX

Srivastava, Siddharth; Immerman, Neil; Zilberstein, Shlomo

Computing Applicability Conditions for Plans with Loops Conference

Proceedings of the 20th International Conference on Automated Planning and Scheduling (ICAPS), Toronto, Canada, 2010.

Abstract | Links | BibTeX

Petrik, Marek; Taylor, Gavin; Parr, Ron; Zilberstein, Shlomo

Feature Selection Using Regularization in Approximate Linear Programs for Markov Decision Processes Conference

Proceedings of the 27th International Conference on Machine Learning (ICML), Haifa, Israel, 2010.

Abstract | Links | BibTeX

Kumar, Akshat; Zilberstein, Shlomo

Anytime Planning for Decentralized POMDPs using Expectation Maximization Conference

Proceedings of the 26th Conference on Uncertainty in Artificial Intelligence (UAI), Catalina Island, California, 2010.

Abstract | Links | BibTeX

Zilberstein, Feng Wu Shlomo; Chen, Xiaoping

Rollout Sampling Policy Iteration for Decentralized POMDPs Conference

Proceedings of the 26th Conference on Uncertainty in Artificial Intelligence (UAI), Catalina Island, California, 2010.

Abstract | Links | BibTeX

Mouaddib, Abdel-Illah; Zilberstein, Shlomo; Beynier, Aurelie; Jeanpierre, Laurent

A Decision-Theoretic Approach to Cooperative Control and Adjustable Autonomy Conference

Proceedings of the 9th European Conference on Artificial Intelligence (ECAI), Lisbon, Portugal, 2010.

Abstract | Links | BibTeX

Amato, Christopher; Bonet, Blai; Zilberstein, Shlomo

Finite-State Controllers Based on Mealy Machines for Centralized and Decentralized POMDPs Conference

Proceedings of the 24th Conference on Artificial Intelligence (AAAI), Atlanta, Georgia, 2010.

Abstract | Links | BibTeX

Wu, Feng; Zilberstein, Shlomo; Chen, Xiaoping

Trial-Based Dynamic Programming for Multi-Agent Planning Conference

Proceedings of the 24th Conference on Artificial Intelligence (AAAI), Atlanta, Georgia, 2010.

Abstract | Links | BibTeX

Kumar, Akshat; Zilberstein, Shlomo

MAP Estimation for Graphical Models by Likelihood Maximization Conference

Proceedings of the 24th Neural Information Processing Systems Conference (NIPS), Vancouver, British Columbia, Canada, 2010.

Abstract | Links | BibTeX

2009

Bernstein, Daniel S; Amato, Christopher; Hansen, Eric A; Zilberstein, Shlomo

Policy Iteration for Decentralized Control of Markov Decision Processes Journal Article

Journal of Artificial Intelligence Research (JAIR), 34 , pp. 89–132, 2009.

Abstract | Links | BibTeX

Petrik, Marek; Zilberstein, Shlomo

A Bilinear Programming Approach for Multiagent Planning Journal Article

Journal of Artificial Intelligence Research (JAIR), 35 , pp. 235–274, 2009.

Abstract | Links | BibTeX

Becker, Raphen; Carlin, Alan; Lesser, Victor; Zilberstein, Shlomo

Analyzing Myopic Approaches for Multi-Agent Communication Journal Article

Computational Intelligence, 25 (1), pp. 31–50, 2009.

Abstract | Links | BibTeX

Amato, Christopher; Zilberstein, Shlomo

Achieving Goals in Decentralized POMDPs Conference

Proceedings of the 8th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), Budapest, Hungary, 2009.

Abstract | Links | BibTeX

Kumar, Akshat; Zilberstein, Shlomo

Constraint-Based Dynamic Programming for Decentralized POMDPs with Structured Interactions Conference

Proceedings of the 8th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), Budapest, Hungary, 2009.

Abstract | Links | BibTeX

Carlin, Alan; Zilberstein, Shlomo

Value of Communication in Decentralized POMDPs Conference

AAMAS Workshop on Multi-Agent Sequential Decision Making in Uncertain Domains (MSDM), Budapest, Hungary, 2009.

Abstract | Links | BibTeX

Kumar, Akshat; Zilberstein, Shlomo

Dynamic Programming Approximations for Partially Observable Stochastic Games Conference

Proceedings of the 22nd International FLAIRS Conference, Sanibel Island, Florida, 2009.

Abstract | Links | BibTeX

Menasche, Daniel Sadoc; Neglia, Giovanni; Towsley, Don; Zilberstein, Shlomo

Strategic Reasoning About Bundling in Swarming Systems Conference

Proceedings of the 1st International Conference on Game Theory for Networks, Istanbul, Turkey, 2009.

Abstract | Links | BibTeX

Petrik, Marek; Zilberstein, Shlomo

Constraint Relaxation in Approximate Linear Programs Conference

Proceedings of the 26th International Conference on Machine Learning (ICML), Montreal, Canada, 2009.

Abstract | Links | BibTeX

Kumar, Akshat; Zilberstein, Shlomo

Event-Detecting Multi-Agent MDPs: Complexity and Constant-Factor Approximation Conference

Proceedings of the 21st International Joint Conference on Artificial Intelligence (IJCAI), Pasadena, California, 2009.

Abstract | Links | BibTeX

Srivastava, Siddharth; Immerman, Neil; Zilberstein, Shlomo

Abstract Planning with Unknown Object Quantities and Properties Conference

Proceedings of the 8th Symposium on Abstraction, Reformulation, and Approximation (SARA), Lake Arrowhead, California, 2009.

Abstract | Links | BibTeX

Amato, Christopher; Dibangoye, Jilles Steeve; Zilberstein, Shlomo

Incremental Policy Generation for Finite-Horizon DEC-POMDPs Conference

Proceedings of the 19th International Conference on Automated Planning and Scheduling (ICAPS), Thessaloniki, Greece, 2009.

Abstract | Links | BibTeX

Wu, Feng; Zilberstein, Shlomo; Chen, Xiaoping

Multi-Agent Online Planning with Communication Conference

Proceedings of the 19th International Conference on Automated Planning and Scheduling (ICAPS), Thessaloniki, Greece, 2009.

Abstract | Links | BibTeX

Srivastava, Siddharth; Immerman, Neil; Zilberstein, Shlomo

Challenges in Finding Generalized Plans Conference

ICAPS Workshop on Generalized Planning: Macros, Loops, Domain Control, Thessaloniki, Greece, 2009.

Abstract | Links | BibTeX

Srivastava, Siddharth; Immerman, Neil; Zilberstein, Shlomo

Finding Plans with Branches, Loops and Preconditions Conference

ICAPS Workshop on Verification and Validation of Planning and Scheduling Systems, Thessaloniki, Greece, 2009.

Abstract | Links | BibTeX

Carlin, Alan; Zilberstein, Shlomo

Myopic and Non-Myopic Communication Under Partial Observability Conference

Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology, Milan, Italy, 2009.

Abstract | Links | BibTeX

Allen, Martin; Zilberstein, Shlomo

Complexity of Decentralized Control: Special Cases Conference

Proceedings of the 23rd Neural Information Processing Systems Conference (NIPS), Vancouver, British Columbia, Canada, 2009.

Abstract | Links | BibTeX

Petrik, Marek; Zilberstein, Shlomo

Robust Value Function Approximation Using Bilinear Programming Conference

Proceedings of the 23rd Neural Information Processing Systems Conference (NIPS), Vancouver, British Columbia, Canada, 2009.

Abstract | Links | BibTeX

2008

Goldman, Claudia V; Zilberstein, Shlomo

Communication-Based Decomposition Mechanisms for Decentralized MDPs Journal Article

Journal of Artificial Intelligence Research (JAIR), 32 , pp. 169–202, 2008.

Abstract | Links | BibTeX

Seuken, Sven; Zilberstein, Shlomo

Formal Models and Algorithms for Decentralized Decision Making under Uncertainty Journal Article

Autonomous Agents and Multi-Agent Systems (JAAMAS), 17 (2), pp. 190–250, 2008.

Abstract | Links | BibTeX

Petrik, Marek; Zilberstein, Shlomo

A Successive Approximation Algorithm for Coordination Problems Conference

Proceedings of the 10th International Symposium on Artificial Intelligence and Mathematics (ISAIM), Ft. Lauderdale, Florida, 2008.

Abstract | Links | BibTeX

Srivastava, Siddharth; Immerman, Neil; Zilberstein, Shlomo

Using Abstraction for Generalized Planning Conference

Proceedings of the 10th International Symposium on Artificial Intelligence and Mathematics (ISAIM), Ft. Lauderdale, Florida, 2008.

Abstract | Links | BibTeX

Carlin, Alan; Zilberstein, Shlomo

Value-Based Observation Compression for DEC-POMDPs Conference

Proceedings of the 7th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), Estoril, Portugal, 2008.

Abstract | Links | BibTeX

Amato, Christopher; Zilberstein, Shlomo

Heuristic Policy Iteration for Infinite-Horizon Decentralized POMDPs Conference

AAMAS Workshop on Multi-Agent Sequential Decision Making in Uncertain Domains (MSDM), Estoril, Portugal, 2008.

Abstract | Links | BibTeX

Carlin, Alan; Zilberstein, Shlomo

Observation Compression in DEC-POMDP Policy Trees Conference

AAMAS Workshop on Multi-Agent Sequential Decision Making in Uncertain Domains (MSDM), Estoril, Portugal, 2008.

Abstract | Links | BibTeX

Srivastava, Siddharth; Immerman, Neil; Zilberstein, Shlomo

Learning Generalized Plans Using Abstract Counting Conference

Proceedings of the 23rd Conference on Artificial Intelligence (AAAI), Chicago, Illinois, 2008.

Abstract | Links | BibTeX

Zilberstein, Shlomo

Metareasoning and Bounded Rationality Conference

AAAI Workshop on Metareasoning: Thinking about Thinking, Chicago, Illinois, 2008.

Abstract | Links | BibTeX

Amato, Christopher; Bernstein, Daniel S; Zilberstein, Shlomo

Optimizing Fixed-Size Stochastic Controllers for POMDPs Conference

AAAI Workshop on Advancements in POMDP Solvers, Chicago, Illinois, 2008.

BibTeX

Carlin, Alan; Zilberstein, Shlomo

POMDP and DEC-POMDP Point-Based Observation Aggregation Conference

AAAI Workshop on Advancements in POMDP Solvers, Chicago, Illinois, 2008.

BibTeX

Petrik, Marek; Zilberstein, Shlomo

Learning Heuristic Functions Through Approximate Linear Programming Conference

Proceedings of the 18th International Conference on Automated Planning and Scheduling, Sydney, Australia, 2008.

Abstract | Links | BibTeX

Amato, Christopher; Zilberstein, Shlomo

What's Worth Memorizing: Attribute-based Planning for DEC-POMDPs Conference

ICAPS Workshop on Multiagent Planning, Sydney, Australia, 2008.

Abstract | Links | BibTeX

Allen, Martin; Petrik, Marek; Zilberstein, Shlomo

Interaction Structure and Dimensionality in Decentralized Problem Solving Technical Report

Computer Science Department, University of Massachusetts Amherst (08-11), 2008.

Abstract | Links | BibTeX

2007

Goldman, Claudia V; Allen, Martin; Zilberstein, Shlomo

Learning to Communicate in a Decentralized Environment Journal Article

Autonomous Agents and Multi-Agent Systems (JAAMAS), 15 (1), pp. 47–90, 2007.

Abstract | Links | BibTeX

Szer, Daniel; Charpillet, Francois; Zilberstein, Shlomo

Résolution optimale de DEC-POMDPs par recherche heuristique Journal Article

Revue d'Intelligence Artificielle, 21 (1), pp. 107–128, 2007.

Abstract | Links | BibTeX

Amato, Christopher; Bernstein, Daniel S; Zilberstein, Shlomo

Solving POMDPs Using Quadratically Constrained Linear Programs Conference

Proceedings of the 20th International Joint Conference on Artificial Intelligence (IJCAI), Hyderabad, India, 2007.

Abstract | Links | BibTeX

Bekkerman, Ron; Zilberstein, Shlomo; Allan, James

Web Page Clustering using Heuristic Search in the Web Graph Conference

Proceedings of the 20th International Joint Conference on Artificial Intelligence (IJCAI), Hyderabad, India, 2007.

Abstract | Links | BibTeX

Petrik, Marek; Zilberstein, Shlomo

Average-Reward Decentralized Markov Decision Processes Conference

Proceedings of the 20th International Joint Conference on Artificial Intelligence (IJCAI), Hyderabad, India, 2007.

Abstract | Links | BibTeX

Seuken, Sven; Zilberstein, Shlomo

Memory-Bounded Dynamic Programming for DEC-POMDPs Conference

Proceedings of the 20th International Joint Conference on Artificial Intelligence (IJCAI), Hyderabad, India, 2007.

Abstract | Links | BibTeX

Amato, Christopher; Carlin, Alan; Zilberstein, Shlomo

Bounded Dynamic Programming for Decentralized POMDPs Conference

AAMAS Workshop on Multi-Agent Sequential Decision Making in Uncertain Domains (MSDM), Honolulu, Hawaii, 2007.

Abstract | Links | BibTeX

Amato, Christopher; Bernstein, Daniel S; Zilberstein, Shlomo

Optimizing Memory-Bounded Controllers for Decentralized POMDPs Conference

Proceedings of the 23rd Conference on Uncertainty in Artificial Intelligence (UAI), Vancouver, British Columbia, 2007.

Abstract | Links | BibTeX

Seuken, Sven; Zilberstein, Shlomo

Improved Memory-Bounded Dynamic Programming for Decentralized POMDPs Conference

Proceedings of the 23rd Conference on Uncertainty in Artificial Intelligence (UAI), Vancouver, British Columbia, 2007.

Abstract | Links | BibTeX

Allen, Martin; Zilberstein, Shlomo

Agent Influence as a Predictor of Difficulty for Decentralized Problem-Solving Conference

Proceedings of the 22nd Conference on Artificial Intelligence (AAAI), Vancouver, British Columbia, 2007.

Abstract | Links | BibTeX

Petrik, Marek; Zilberstein, Shlomo

Anytime Coordination Using Separable Bilinear Programs Conference

Proceedings of the 22nd Conference on Artificial Intelligence (AAAI), Vancouver, British Columbia, 2007.

Abstract | Links | BibTeX

Srivastava, Siddharth; Immerman, Neil; Zilberstein, Shlomo

Using Abstraction for Generalized Planning Conference

ICAPS Workshop on Artificial Intelligence Planning and Learning (PAL), Providence, Rhode Island, 2007.

Abstract | Links | BibTeX

2006

Zilberstein, Shlomo (Ed.)

Annals of Artificial Intelligence and Mathematics Special Issue: Selected Papers from the 9th International Symposium on Artificial Intelligence and Mathematics Book

2006.

Links | BibTeX

Petrik, Marek; Zilberstein, Shlomo

Learning Parallel Portfolios of Algorithms Journal Article

Annals of Mathematics and Artificial Intelligence (AMAI), 48 (1-2), pp. 85–106, 2006.

Abstract | Links | BibTeX

Amato, Christopher; Bernstein, Daniel S; Zilberstein, Shlomo

Solving POMDPs Using Quadratically Constrained Linear Programs Conference

Proceedings of the 9th International Symposium on Artificial Intelligence and Mathematics (ISAIM), Ft. Lauderdale, Florida, 2006.

Abstract | Links | BibTeX

Petrik, Marek; Zilberstein, Shlomo

Learning Static Parallel Portfolios of Algorithms Conference

Proceedings of the 9th International Symposium on Artificial Intelligence and Mathematics (ISAIM), Ft. Lauderdale, Florida, 2006.

Abstract | Links | BibTeX

Amato, Christopher; Bernstein, Daniel S; Zilberstein, Shlomo

Solving POMDPs Using Quadratically Constrained Linear Programs Conference

Proceedings of the 5th International Joint Conference on Autonomous Agents and Multiagent Systems, Hakodate, Japan, 2006.

Links | BibTeX

Amato, Christopher; Bernstein, Daniel S; Zilberstein, Shlomo

Optimal Fixed-Size Controllers for Decentralized POMDPs Conference

AAMAS Workshop on Multi-Agent Sequential Decision Making in Uncertain Domains (MSDM), Hakodate, Japan, 2006.

Abstract | Links | BibTeX

2005

Allen, Martin; Goldman, Claudia V; Zilberstein, Shlomo

Learning to Communicate in Decentralized Systems Conference

Proceedings of the 8th Biennial Israeli Symposium on the Foundations of AI, Haifa, Israel, 2005.

Abstract | Links | BibTeX

Feng, Zhengzhu; Zilberstein, Shlomo

Efficient Maximization in Solving POMDPs Conference

Proceedings of the 20th National Conference on Artificial Intelligence (AAAI), Pittsburgh, Pennsylvania, 2005.

Abstract | Links | BibTeX

Beliaeva, Natalia N; Zilberstein, Shlomo

Generating Admissible Heuristics by Abstraction for Search in Stochastic Domains Conference

Proceedings of the 6th Symposium on Abstraction, Reformulation, and Approximation (SARA), Airth Castle, Scotland, 2005.

Abstract | Links | BibTeX

Szer, Daniel; Charpillet, Francois; Zilberstein, Shlomo

MAA*: A Heuristic Search Algorithm for Solving Decentralized POMDPs Conference

Proceedings of the 21st Conference on Uncertainty in Artificial Intelligence (UAI), Edinburgh, Scotland, 2005.

Abstract | Links | BibTeX

Allen, Martin; Goldman, Claudia V; Zilberstein, Shlomo

Language Learning in Multi-Agent Systems Conference

Proceedings of the 19th International Joint Conference on Artificial Intelligence (IJCAI), Edinburgh, Scotland, 2005.

Abstract | Links | BibTeX

Bernstein, Daniel S; Hansen, Eric A; Zilberstein, Shlomo

Bounded Policy Iteration for Decentralized POMDPs Conference

Proceedings of the 19th International Joint Conference on Artificial Intelligence (IJCAI), Edinburgh, Scotland, 2005.

Abstract | Links | BibTeX

Becker, Raphen; Lesser, Victor; Zilberstein, Shlomo

Analyzing Myopic Approaches for Multi-Agent Communication Conference

Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology, Compiegne, France, 2005.

Abstract | Links | BibTeX

Arnt, Andrew; Zilberstein, Shlomo

Learning Policies for Sequential Time and Cost Sensitive Classification Conference

KDD Workshop on Utility-Based Data Mining, Chicago, Illinois, 2005.

Abstract | Links | BibTeX

2004

Becker, Raphen; Zilberstein, Shlomo; Lesser, Victor

Decentralized Markov Decision Processes with Event-Driven Interactions Conference

Proceedings of the 3rd International Conference on Autonomous Agents and Multi Agent Systems (AAMAS), New York, NY, 2004.

Abstract | Links | BibTeX

Goldman, Claudia V; Allen, Martin; Zilberstein, Shlomo

Decentralized Language Learning Through Acting Conference

Proceedings of the 3rd International Conference on Autonomous Agents and Multi Agent Systems (AAMAS), New York, NY, 2004.

Abstract | Links | BibTeX

Hansen, Eric A; Bernstein, Daniel S; Zilberstein, Shlomo

Dynamic Programming for Partially Observable Stochastic Games Conference

Proceedings of the 19th National Conference on Artificial Intelligence (AAAI), San Jose, California, 2004.

Abstract | Links | BibTeX

Feng, Zhengzhu; Zilberstein, Shlomo

Region-Based Incremental Pruning for POMDPs Conference

Proceedings of the 20th Conference on Uncertainty in Artificial Intelligence (UAI), Banff, Canada, 2004.

Abstract | Links | BibTeX

Jeanpierre, Laurent; Zilberstein, Shlomo; Charpillet, Francois

Optimal Decision with Continuous Actions Conference

Jurnées Nationales sur Processus Décisionnel de Markov et Intelligence Artificielle, Paris, France, 2004.

Abstract | Links | BibTeX

Arnt, Andrew; Zilberstein, Shlomo

Attribute Measurement Policies for Cost-Effective Classification Conference

SIAM/SDM Workshop on Data Mining in Resource Constrained Environments, Lake Buena Vista, Florida, 2004.

Abstract | Links | BibTeX

Tan, Jianbin; Avrunin, George S; Clarke, Lori A; Zilberstein, Shlomo; Leue, Stefan

Heuristic-Guided Counterexample Search in FLAVERS Conference

Proceedings of the 12th ACM SIGSOFT International Symposium on Foundations of Software Engineering, Newport Beach, California, 2004.

Abstract | Links | BibTeX

Arnt, Andrew; Zilberstein, Shlomo

Learning Policies for Sequential Time and Cost Sensitive Classification Conference

Proceedings of the 4th IEEE International Conference on Data Mining, Brighton, UK, 2004.

Links | BibTeX

Zilberstein, Shlomo; Koehler, Jana; Koenig, Sven

The Fourteenth International Conference on Automated Planning and Scheduling (ICAPS-04) Journal Article

AI Magazine, 25 (4), pp. 101–104, 2004.

Links | BibTeX

Zilberstein, Shlomo; Koehler, Jana; Koenig, Sven (Ed.)

Proceedings of the 14th International Conference on Automated Planning and Scheduling Proceeding

AAAI, Whistler, British Columbia, Canada, 2004, ISBN: 1-57735-200-9.

Links | BibTeX

Becker, Raphen; Zilberstein, Shlomo; Lesser, Victor; Goldman, Claudia V

Solving Transition Independent Decentralized Markov Decision Processes Journal Article

Journal of Artificial Intelligence Research (JAIR), 22 , pp. 423–455, 2004.

Abstract | Links | BibTeX

Goldman, Claudia V; Zilberstein, Shlomo

Decentralized Control of Cooperative Systems: Categorization and Complexity Analysis Journal Article

Journal of Artificial Intelligence Research (JAIR), 22 , pp. 143–174, 2004.

Abstract | Links | BibTeX

Arnt, Andrew; Zilberstein, Shlomo; Allan, James; Mouaddib, Abdel-Illah

Dynamic Composition of Information Retrieval Techniques Journal Article

Journal of Intelligent Information Systems (JIIS), 23 (1), pp. 67–97, 2004.

Abstract | Links | BibTeX

Bernstein, Daniel S; Hansen, Eric A; Zilberstein, Shlomo; Amato, Christopher

Dynamic Programming for Decentralized POMDPs Conference

AAAI Spring Symposium on Bridging the Multi-Agent and Multi-Robot Research Gap, Stanford, California, 2004.

BibTeX

Allen, Martin; Zilberstein, Shlomo

Automated Conversion and Simplification of Plan Representations Conference

ICAPS Workshop on Connecting Planning Theory with Practice, Whistler, British Columbia, 2004.

Abstract | Links | BibTeX

2003

Zilberstein, Shlomo; Charpillet, Francois; Chassaing, Philippe

Optimal Sequencing of Contract Algorithms Journal Article

Annals of Mathematics and Artificial Intelligence (AMAI), 39 (1-2), pp. 1-18, 2003.

Abstract | Links | BibTeX

Marengoni, Mauricio; Hanson, Allen; Zilberstein, Shlomo; Riseman, Edward

Decision Making and Uncertainty Management in a 3D Reconstruction System Journal Article

IEEE Transactions on Pattern Analysis and Machine Intelligence, 25 (7), pp. 852–858, 2003.

Links | BibTeX

Bernstein, Daniel S; Feng, Zhengzhu; Levine, Brian Neil; Zilberstein, Shlomo

Adaptive Peer Selection Conference

Proceedings of the 2nd International Workshop on Peer-to-Peer Systems, Berkeley, California, 2003.

Abstract | Links | BibTeX

Becker, Raphen; Zilberstein, Shlomo; Lesser, Victor; Goldman, Claudia V

Transition-Independent Decentralized Markov Decision Processes Conference

Proceedings of the 2nd International Conference on Autonomous Agents and Multi Agent Systems (AAMAS), Melbourne, Australia, 2003.

Abstract | Links | BibTeX

Goldman, Claudia V; Zilberstein, Shlomo

Optimizing Information Exchange in Cooperative Multi-agent Systems Conference

Proceedings of the 2nd International Conference on Autonomous Agents and Multi Agent Systems (AAMAS), Melbourne, Australia, 2003.

Abstract | Links | BibTeX

Goldman, Claudia V; Zilberstein, Shlomo

Mechanism Design for Communication in Cooperative Systems Conference

Proceedings of the 5th Workshop on Game Theoretic and Decision Theoretic Agents, Melbourne, Australia, 2003.

Abstract | Links | BibTeX

Horstmann, Max; Zilberstein, Shlomo

Automated Generation of Understandable Contingency Plans Conference

ICAPS Workshop on Planning Under Uncertainty and Incomplete Information, Trento, Italy, 2003.

Abstract | Links | BibTeX

Feng, Zhengzhu; Hansen, Eric A; Zilberstein, Shlomo

Symbolic Generalization for On-line Planning Conference

Proceedings of the 19th Conference on Uncertainty in Artificial Intelligence (UAI), Acapulco, Mexico, 2003.

Abstract | Links | BibTeX

Bernstein, Daniel S; Finkelstein, Lev; Zilberstein, Shlomo

Contract Algorithms and Robots on Rays: Unifying Two Scheduling Problems Conference

Proceedings of the 18th International Joint Conference on Artificial Intelligence (IJCAI), Acapulco, Mexico, 2003.

Abstract | Links | BibTeX

Horstmann, Max; Zilberstein, Shlomo

Automated Generation of Understandable Contingency Plans Conference

Proceedings of the 18th International Joint Conference on Artificial Intelligence (IJCAI), Acapulco, Mexico, 2003.

Abstract | Links | BibTeX

Feng, Zhengzhu; Hansen, Eric A; Zilberstein, Shlomo

Symbolic Real-Time Dynamic Programming Conference

IJCAI Workshop on Model Checking and Artificial Intelligence, Acapulco, Mexico, 2003.

BibTeX

Arnt, Andrew; Zilberstein, Shlomo

Learning to Perform Moderation in Online Forums Conference

Proceedings of the IEEE / WIC International Conference on Web Intelligence, Acapulco, Mexico, 2003.

Abstract | Links | BibTeX

2002

Bernstein, Daniel S; Givan, Robert; Immerman, Neil; Zilberstein, Shlomo

The Complexity of Decentralized Control of Markov Decision Processes Journal Article

Mathematics of Operations Research (MOR), 27 (4), pp. 819–840, 2002.

Abstract | Links | BibTeX

Bernstein, Daniel S; Perkins, Theodore J; Zilberstein, Shlomo; Finkelstein, Lev

Scheduling Contract Algorithms on Multiple Processors Conference

Proceedings of the 18th National Conference on Artificial Intelligence (AAAI), Edmonton, Alberta, 2002.

Abstract | Links | BibTeX

Zilberstein, Shlomo; Washington, Richard; Bernstein, Daniel S; Mouaddib, Abdel-Illah

Decision-Theoretic Control of Planetary Rovers Conference

Advances in Plan-Based Control of Robotic Agents, International Seminar, Revised Papers, Dagstuhl Castle, Germany, 2002.

Abstract | Links | BibTeX

2001

Horvitz, Eric; Zilberstein, Shlomo (Ed.)

Artificial Intelligence Journal Special Issue: omputational Tradeoffs under Bounded Resources Book

2001.

Links | BibTeX

Horvitz, Eric; Zilberstein, Shlomo

Computational Tradeoffs under Bounded Resources Journal Article

Artificial Intelligence (AIJ), 126 (1-2), pp. 1–4, 2001.

Links | BibTeX

Hansen, Eric A; Zilberstein, Shlomo

Monitoring and Control of Anytime Algorithms: A Dynamic Programming Approach Journal Article

Artificial Intelligence (AIJ), 126 (1-2), pp. 139–157, 2001.

Abstract | Links | BibTeX

Hansen, Eric A; Zilberstein, Shlomo

LAO*: A Heuristic Search Algorithm that Finds Solutions with Loops Journal Article

Artificial Intelligence (AIJ), 129 (1-2), pp. 35–62, 2001.

Abstract | Links | BibTeX

Zilberstein, Shlomo

Reasoning about Rational Agents: A Review Journal Article

AI Magazine, 22 (4), pp. 146–148, 2001.

Links | BibTeX

Cardon, Stephane; Mouaddib, Abdel-Illah; Zilberstein, Shlomo; Washington, Richard

Adaptive Control of Acyclic Progressive Processing Task Structures Conference

Proceedings of the 17th International Joint Conference on Artificial Intelligence (IJCAI), Seattle, Washington, 2001.

Abstract | Links | BibTeX

Bernstein, Daniel S; Zilberstein, Shlomo

Reinforcement Learning for Weakly-Coupled MDPs and an Application to Planetary Rover Control Conference

Proceedings of the 6th European Conference on Planning (ECP), Toledo, Spain, 2001.

Abstract | Links | BibTeX

Bernstein, Daniel S; Zilberstein, Shlomo; Washington, Richard; Bresina., John L

Planetary Rover Control as a Markov Decision Process Conference

Proceedings of the The 6th International Symposium on Artificial Intelligence, Robotics and Automation in Space, Montreal, Canada, 2001.

Abstract | Links | BibTeX

Xuan, Ping; Lesser, Victor; Shlomo, ; Zilberstein,

Communication Decisions in Multiagent Cooperation: Model and Experiments Conference

Proceedings of the 5th International Conference on Autonomous Agents (AGENTS), Montreal, Canada, 2001.

Abstract | Links | BibTeX

2000

Zilberstein, Shlomo; Mouaddib, Abdel-Illah

Optimal Scheduling of Progressive Processing Tasks Journal Article

International Journal of Approximate Reasoning (IJAR), 25 (3), pp. 169–186, 2000.

Abstract | Links | BibTeX

Grass, Joshua; Zilberstein, Shlomo

A Value-Driven System for Autonomous Information Gathering Journal Article

Journal of Intelligent Information Systems (JIIS), 14 (1), pp. 5–27, 2000.

Abstract | Links | BibTeX

Zilberstein, Shlomo; Mouaddib, Abdel-Illah; Arnt, Andrew

Dynamic Scheduling of Progressive Processing Plans Conference

ECAI Workshop on New Results in Planning, Scheduling and Design, Berlin, Germany, 2000.

BibTeX

Bernstein, Daniel S; Zilberstein, Shlomo; Immerman, Neil

The Complexity of Decentralized Control of Markov Decision Processes Conference

Proceedings of the 16th Conference on Uncertainty in Artificial Intelligence (UAI), Stanford, California, 2000.

Abstract | Links | BibTeX

Xuan, Ping; Lesser, Victor R; Zilberstein, Shlomo

Communication in Multi-Agent Markov Decision Processes Conference

Proceedings of the 4th International Conference on Multi-Agent Systems, Boston, Massachusetts, 2000.

Abstract | Links | BibTeX

1999

Zilberstein, Shlomo; Charpillet, Francois; Chassaing, Philippe

Optimal Sequencing of Contract Algorithms Conference

Proceedings of the Bar-Ilan Symposium on the Foundation of Artificial Intelligence, Ramat Gan, Israel, 1999.

BibTeX

Hansen, Eric A; Zilberstein, Shlomo

A Heuristic Search Algorithm for Markov Decision Problems Conference

Proceedings of the Bar-Ilan Symposium on the Foundation of Artificial Intelligence, Ramat Gan, Israel,, 1999.

Abstract | Links | BibTeX

Zilberstein, Shlomo; Charpillet, Francois; Chassaing, Philippe

Real-Time Problem-Solving with Contract Algorithms Conference

Proceedings of the 16th International Joint Conference on Artificial Intelligence (IJCAI), Stockholm, Sweden, 1999.

Abstract | Links | BibTeX

Zilberstein, Shlomo; Mouaddib, Abdel-Illah

Reactive Control of Dynamic Progressive Processing Conference

Proceedings of the 16th International Joint Conference on Artificial Intelligence (IJCAI), Stockholm, Sweden, 1999.

Abstract | Links | BibTeX

Marengoni, Mauricio; Hanson, Allen; Zilberstein, Shlomo; Riseman, Edward

Control in a 3D Reconstruction System Using Selective Perception Conference

Proceedings of the 7th IEEE International Conference on Computer Vision (ICCV), Kerkyra, Greece, 1999.

Abstract | Links | BibTeX

1998

Zilberstein, Shlomo

Satisficing and Bounded Optimality Conference

AAAI Spring Symposium on Satisficing Models, Stanford, California, 1998.

Abstract | Links | BibTeX

Hansen, Eric A; Zilberstein, Shlomo

Heuristic Search in Cyclic AND/OR Graphs Conference

Proceedings of the 15th National Conference on Artificial Intelligence (AAAI), Madison, Wisconsin, 1998.

Abstract | Links | BibTeX

Grass, Joshua; Zilberstein, Shlomo

From HTML to Usable Data: Problems in Meaning and Credibility in the WWW Conference

AAAI Workshop on AI and Information Integration, Madison, Wisconsin, 1998.

Links | BibTeX

Mouaddib, Abdel-Illah; Zilberstein, Shlomo

Optimal Scheduling of Dynamic Progressive Processing Conference

Proceedings of the 13th European Conference on Artificial Intelligence (ECAI), Brighton, UK, 1998.

Abstract | Links | BibTeX

Mouaddib, Abdel-illah; Zilberstein, Shlomo; Danilchenko, Victor

New Directions in Modeling and Control of Progressive Processing Conference

ECAI Workshop on Monitoring and Control of Real-Time Intelligent Systems, Brighton, UK, 1998.

Abstract | Links | BibTeX

1997

Zilberstein, Shlomo

Formalizing the Notion of "Satisficing" Conference

AAAI Spring Symposium on Qualitative Preferences in Deliberation and Practical Reasoning, Stanford, California, 1997.

BibTeX

Rubenstein, Dan; Osterweil, Leon; Zilberstein, Shlomo

An Anytime Approach to Analyzing Software Systems Conference

Proceedings of the 10th International FLAIRS Conference, Daytona Beach, Florida, 1997.

Abstract | Links | BibTeX

Grass, Joshua; Zilberstein, Shlomo

Value-Driven Information Gathering Conference

AAAI Workshop on Building Resource-Bounded Reasoning Systems, Providence, Rhode Island, 1997.

Abstract | Links | BibTeX

Mouaddib, Abdel-Illah; Zilberstein, Shlomo

Handling Duration Uncertainty in Meta-Level Control of Progressive Processing Conference

Proceedings of the 15th International Joint Conference on Artificial Intelligence (IJCAI), Nagoya, Japan, 1997.

Abstract | Links | BibTeX

Hansen, Eric A; Zilberstein, Shlomo; Danilchenko, Victor A

Anytime Heuristic Search: First Results Technical Report

Computer Science Department, University of Massachussetts Amherst (97-50), 1997.

Abstract | Links | BibTeX

1996

Zilberstein, Shlomo; Russell, Stuart J

Optimal Composition of Real-Time Systems Journal Article

Artificial Intelligence (AIJ), 82 (1-2), pp. 181–213, 1996.

Abstract | Links | BibTeX

Zilberstein, Shlomo

Resource-Bounded Sensing and Planning in Autonomous Systems Journal Article

Autonomous Robots, 3 , pp. 31–48, 1996.

Abstract | Links | BibTeX

Zilberstein, Shlomo

Using Anytime Algorithms in Intelligent Systems Journal Article

AI Magazine, 17 (3), pp. 73–83, 1996.

Abstract | Links | BibTeX

Grass, Joshua; Zilberstein, Shlomo

Anytime Algorithm Development Tools Journal Article

SIGART Bulletin Special Issue on Anytime Algorithms and Deliberation Scheduling, 7 (2), pp. 20–27, 1996.

Abstract | Links | BibTeX

Hansen, Eric A; Zilberstein, Shlomo

Monitoring Anytime Algorithms Journal Article

SIGART Bulletin Special Issue on Anytime Algorithms and Deliberation Scheduling, 7 (2), pp. 28–33, 1996.

Abstract | Links | BibTeX

Zilberstein, Shlomo

Resource-Bounded Reasoning in Intelligent Systems Journal Article

ACM Computing Surveys, 28 (15), 1996.

Links | BibTeX

Hansen, Eric A; Zilberstein, Shlomo

Monitoring the Progress of Anytime Problem-Solving Conference

Proceedings of the 13th National Conference on Artificial Intelligence (AAAI), Portland, Oregon, 1996.

Abstract | Links | BibTeX

Hansen, Eric A; Barto, Andrew G; Zilberstein, Shlomo

Reinforcement Learning for Mixed Open-loop and Closed-loop Control Conference

Proceedings of the 9th Neural Information Processing Systems Conference (NIPS), Denver, Colorado, 1996.

Abstract | Links | BibTeX

Zilberstein, Shlomo; Lesser, Victor

Intelligent Information Gathering Using Decision Models Technical Report

Computer Science Department, University of Massachussetts Amherst (96-35), 1996.

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