Zilberstein, Shlomo

96 publications

JAIR 2025 Causal Explanations for Sequential Decision Making Samer B. Nashed, Saaduddin Mahmud, Claudia V. Goldman, Shlomo Zilberstein

AAAI 2025 MAPLE: A Framework for Active Preference Learning Guided by Large Language Models Saaduddin Mahmud, Mason Nakamura, Shlomo Zilberstein

UAI 2024 Approximation Algorithms for Observer Aware MDPs Shuwa Miura, Olivier Buffet, Shlomo Zilberstein

IJCAI 2023 Explanation-Guided Reward Alignment Saaduddin Mahmud, Sandhya Saisubramanian, Shlomo Zilberstein

AAAI 2023 Planning and Learning for Non-Markovian Negative Side Effects Using Finite State Controllers Aishwarya Srivastava, Sandhya Saisubramanian, Praveen Paruchuri, Akshat Kumar, Shlomo Zilberstein

NeurIPSW 2023 RL$^3$: Boosting Meta Reinforcement Learning via RL Inside RL$^2$ Abhinav Bhatia, Samer Nashed, Shlomo Zilberstein

JAIR 2022 A Survey of Opponent Modeling in Adversarial Domains Samer B. Nashed, Shlomo Zilberstein

JAIR 2022 Avoiding Negative Side Effects of Autonomous Systems in the Open World Sandhya Saisubramanian, Ece Kamar, Shlomo Zilberstein

UAI 2021 A Unifying Framework for Observer-Aware Planning and Its Complexity Shuwa Miura, Shlomo Zilberstein

AAAI 2021 Ethically Compliant Sequential Decision Making Justin Svegliato, Samer B. Nashed, Shlomo Zilberstein

IJCAI 2020 A Multi-Objective Approach to Mitigate Negative Side Effects Sandhya Saisubramanian, Ece Kamar, Shlomo Zilberstein

JAIR 2019 Probabilistic Planning with Reduced Models Luis Enrique Pineda, Shlomo Zilberstein

AAAI 2018 Integrated Cooperation and Competition in Multi-Agent Decision-Making Kyle Hollins Wray, Akshat Kumar, Shlomo Zilberstein

IJCAI 2018 Meta-Level Control of Anytime Algorithms with Online Performance Prediction Justin Svegliato, Kyle Hollins Wray, Shlomo Zilberstein

AAAI 2018 Privacy-Preserving Policy Iteration for Decentralized POMDPs Feng Wu, Shlomo Zilberstein, Xiaoping Chen

IJCAI 2017 Equi-Reward Utility Maximizing Design in Stochastic Environments Sarah Keren, Luis Enrique Pineda, Avigdor Gal, Erez Karpas, Shlomo Zilberstein

AAAI 2017 Fast SSP Solvers Using Short-Sighted Labeling Luis Enrique Pineda, Kyle Hollins Wray, Shlomo Zilberstein

AAAI 2017 Integration of Planning with Recognition for Responsive Interaction Using Classical Planners Richard G. Freedman, Shlomo Zilberstein

IJCAI 2017 Multi-Agent Planning with Baseline Regret Minimization Feng Wu, Shlomo Zilberstein, Xiaoping Chen

IJCAI 2017 Online Decision-Making for Scalable Autonomous Systems Kyle Hollins Wray, Stefan J. Witwicki, Shlomo Zilberstein

AAAI 2017 Redesigning Stochastic Environments for Maximized Utility Sarah Keren, Avigdor Gal, Erez Karpas, Luis Enrique Pineda, Shlomo Zilberstein

AAAI 2017 Robust Optimization for Tree-Structured Stochastic Network Design XiaoJian Wu, Akshat Kumar, Daniel Sheldon, Shlomo Zilberstein

AAAI 2016 A POMDP Formulation of Proactive Learning Kyle Hollins Wray, Shlomo Zilberstein

IJCAI 2016 Hierarchical Approach to Transfer of Control in Semi-Autonomous Systems Kyle Hollins Wray, Luis Enrique Pineda, Shlomo Zilberstein

AAAI 2016 Optimizing Resilience in Large Scale Networks XiaoJian Wu, Daniel Sheldon, Shlomo Zilberstein

AAAI 2015 Building Strong Semi-Autonomous Systems Shlomo Zilberstein

IJCAI 2015 Fast Combinatorial Algorithm for Optimizing the Spread of Cascades XiaoJian Wu, Daniel Sheldon, Shlomo Zilberstein

AAAI 2015 Multi-Objective MDPs with Conditional Lexicographic Reward Preferences Kyle Hollins Wray, Shlomo Zilberstein, Abdel-Illah Mouaddib

IJCAI 2015 Multi-Objective POMDPs with Lexicographic Reward Preferences Kyle Hollins Wray, Shlomo Zilberstein

JAIR 2015 Probabilistic Inference Techniques for Scalable Multiagent Decision Making Akshat Kumar, Shlomo Zilberstein, Marc Toussaint

AAAI 2015 Tractability of Planning with Loops Siddharth Srivastava, Shlomo Zilberstein, Abhishek Gupta, Pieter Abbeel, Stuart Russell

AAAI 2014 Decentralized Multi-Agent Reinforcement Learning in Average-Reward Dynamic DCOPs Duc Thien Nguyen, William Yeoh, Hoong Chuin Lau, Shlomo Zilberstein, Chongjie Zhang

AAAI 2014 Rounded Dynamic Programming for Tree-Structured Stochastic Network Design XiaoJian Wu, Daniel Sheldon, Shlomo Zilberstein

NeurIPS 2014 Stochastic Network Design in Bidirected Trees Xiaojian Wu, Daniel R. Sheldon, Shlomo Zilberstein

IJCAI 2013 Automated Generation of Interaction Graphs for Value-Factored Dec-POMDPs William Yeoh, Akshat Kumar, Shlomo Zilberstein

IJCAI 2013 Fault-Tolerant Planning Under Uncertainty Luis Enrique Pineda, Yi Lu, Shlomo Zilberstein, Claudia V. Goldman

IJCAI 2013 Monte-Carlo Expectation Maximization for Decentralized POMDPs Feng Wu, Shlomo Zilberstein, Nicholas R. Jennings

IJCAI 2013 Parameter Learning for Latent Network Diffusion XiaoJian Wu, Akshat Kumar, Daniel Sheldon, Shlomo Zilberstein

AAAI 2013 Qualitative Planning Under Partial Observability in Multi-Agent Domains Ronen I. Brafman, Guy Shani, Shlomo Zilberstein

AAAI 2012 Lagrangian Relaxation Techniques for Scalable Spatial Conservation Planning Akshat Kumar, XiaoJian Wu, Shlomo Zilberstein

AISTATS 2012 Message-Passing Algorithms for MAP Estimation Using DC Programming Akshat Kumar, Shlomo Zilberstein, Marc Toussaint

AAAI 2011 Linear Dynamic Programs for Resource Management Marek Petrik, Shlomo Zilberstein

UAI 2011 Message-Passing Algorithms for Quadratic Programming Formulations of MAP Estimation Akshat Kumar, Shlomo Zilberstein

IJCAI 2011 Online Planning for Ad Hoc Autonomous Agent Teams Feng Wu, Shlomo Zilberstein, Xiaoping Chen

AAAI 2011 Qualitative Numeric Planning Siddharth Srivastava, Shlomo Zilberstein, Neil Immerman, Hector Geffner

JMLR 2011 Robust Approximate Bilinear Programming for Value Function Approximation Marek Petrik, Shlomo Zilberstein

IJCAI 2011 Scalable Multiagent Planning Using Probabilistic Inference Akshat Kumar, Shlomo Zilberstein, Marc Toussaint

AAAI 2011 Termination and Correctness Analysis of Cyclic Control Siddharth Srivastava, Neil Immerman, Shlomo Zilberstein

UAI 2010 Anytime Planning for Decentralized POMDPs Using Expectation Maximization Akshat Kumar, Shlomo Zilberstein

ICML 2010 Feature Selection Using Regularization in Approximate Linear Programs for Markov Decision Processes Marek Petrik, Gavin Taylor, Ronald Parr, Shlomo Zilberstein

AAAI 2010 Finite-State Controllers Based on Mealy Machines for Centralized and Decentralized POMDPs Christopher Amato, Blai Bonet, Shlomo Zilberstein

NeurIPS 2010 MAP Estimation for Graphical Models by Likelihood Maximization Akshat Kumar, Shlomo Zilberstein

UAI 2010 Rollout Sampling Policy Iteration for Decentralized POMDPs Feng Wu, Shlomo Zilberstein, Xiaoping Chen

AAAI 2010 Trial-Based Dynamic Programming for Multi-Agent Planning Feng Wu, Shlomo Zilberstein, Xiaoping Chen

JAIR 2009 A Bilinear Programming Approach for Multiagent Planning Marek Petrik, Shlomo Zilberstein

NeurIPS 2009 Complexity of Decentralized Control: Special Cases Martin Allen, Shlomo Zilberstein

ICML 2009 Constraint Relaxation in Approximate Linear Programs Marek Petrik, Shlomo Zilberstein

IJCAI 2009 Event-Detecting Multi-Agent MDPs: Complexity and Constant-Factor Approximations Akshat Kumar, Shlomo Zilberstein

JAIR 2009 Policy Iteration for Decentralized Control of Markov Decision Processes Daniel S. Bernstein, Christopher Amato, Eric A. Hansen, Shlomo Zilberstein

NeurIPS 2009 Robust Value Function Approximation Using Bilinear Programming Marek Petrik, Shlomo Zilberstein

JAIR 2008 Communication-Based Decomposition Mechanisms for Decentralized MDPs Claudia V. Goldman, Shlomo Zilberstein

AAAI 2008 Interaction Structure and Dimensionality Reduction in Decentralized MDPs Martin Allen, Marek Petrik, Shlomo Zilberstein

AAAI 2008 Learning Generalized Plans Using Abstract Counting Siddharth Srivastava, Neil Immerman, Shlomo Zilberstein

AAAI 2007 Agent Influence as a Predictor of Difficulty for Decentralized Problem-Solving Martin Allen, Shlomo Zilberstein

AAAI 2007 Anytime Coordination Using Separable Bilinear Programs Marek Petrik, Shlomo Zilberstein

IJCAI 2007 Average-Reward Decentralized Markov Decision Processes Marek Petrik, Shlomo Zilberstein

UAI 2007 Improved Memory-Bounded Dynamic Programming for Decentralized POMDPs Sven Seuken, Shlomo Zilberstein

IJCAI 2007 Memory-Bounded Dynamic Programming for DEC-POMDPs Sven Seuken, Shlomo Zilberstein

UAI 2007 Optimizing Memory-Bounded Controllers for Decentralized POMDPs Christopher Amato, Daniel S. Bernstein, Shlomo Zilberstein

IJCAI 2007 Solving POMDPs Using Quadratically Constrained Linear Programs Christopher Amato, Daniel S. Bernstein, Shlomo Zilberstein

IJCAI 2007 Web Page Clustering Using Heuristic Search in the Web Graph Ron Bekkerman, Shlomo Zilberstein, James Allan

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

AAAI 2005 Efficient Maximization in Solving POMDPs Zhengzhu Feng, Shlomo Zilberstein

IJCAI 2005 Language Learning in Multi-Agent Systems Martin Allen, Claudia V. Goldman, Shlomo Zilberstein

UAI 2005 MAA*: A Heuristic Search Algorithm for Solving Decentralized POMDPs Daniel Szer, François Charpillet, Shlomo Zilberstein

JAIR 2004 Decentralized Control of Cooperative Systems: Categorization and Complexity Analysis Claudia V. Goldman, Shlomo Zilberstein

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

UAI 2004 Region-Based Incremental Pruning for POMDPs Zhengzhu Feng, Shlomo Zilberstein

JAIR 2004 Solving Transition Independent Decentralized Markov Decision Processes Raphen Becker, Shlomo Zilberstein, Victor R. Lesser, Claudia V. Goldman

IJCAI 2003 Automated Generation of Understandable Contingency Plans Max Horstmann, Shlomo Zilberstein

IJCAI 2003 Contract Algorithms and Robots on Rays: Unifying Two Scheduling Problems Daniel S. Bernstein, Lev Finkelstein, Shlomo Zilberstein

UAI 2003 Symbolic Generalization for On-Line Planning Zhengzhu Feng, Eric A. Hansen, Shlomo Zilberstein

AAAI 2002 Scheduling Contract Algorithms on Multiple Processors Daniel S. Bernstein, Theodore J. Perkins, Shlomo Zilberstein, Lev Finkelstein

IJCAI 2001 Adaptive Control of Acyclic Progressive Processing Task Structures Stéphane Cardon, Abdel-Illah Mouaddib, Shlomo Zilberstein, Richard Washington

UAI 2000 The Complexity of Decentralized Control of Markov Decision Processes Daniel S. Bernstein, Shlomo Zilberstein, Neil Immerman

ICCV 1999 Control in a 3D Reconstruction System Using Selective Perception Maurício Marengoni, Allen R. Hanson, Shlomo Zilberstein, Edward M. Riseman

IJCAI 1999 Reactive Control of Dynamic Progressive Processing Shlomo Zilberstein, Abdel-Illah Mouaddib

IJCAI 1999 Real-Time Problem-Solving with Contract Algorithms Shlomo Zilberstein, François Charpillet, Philippe Chassaing

AAAI 1998 Heuristic Search in Cyclic AND/OR Graphs Eric A. Hansen, Shlomo Zilberstein

IJCAI 1997 Handling Duration Uncertainty in Meta-Level Control of Progressive Processing Abdel-Illah Mouaddib, Shlomo Zilberstein

AAAI 1996 Monitoring the Progress of Anytime Problem-Solving Eric A. Hansen, Shlomo Zilberstein

NeurIPS 1996 Reinforcement Learning for Mixed Open-Loop and Closed-Loop Control Eric A. Hansen, Andrew G. Barto, Shlomo Zilberstein

IJCAI 1995 Knowledge-Based Anytime Computation Abdel-Illah Mouaddib, Shlomo Zilberstein

IJCAI 1995 Optimizing Decision Quality with Contract Algorithms Shlomo Zilberstein

IJCAI 1993 Anytime Sensing Planning and Action: A Practical Model for Robot Control Shlomo Zilberstein, Stuart Russell

IJCAI 1991 Composing Real-Time Systems Stuart J. Russell, Shlomo Zilberstein