Brafman, Ronen I.

73 publications

IJCAI 2025 Online Planning in MDPs with Stochastic Durative Actions Tal Berman, Ronen I. Brafman, Erez Karpas

AAAI 2023 Probabilistic Programs as an Action Description Language Ronen I. Brafman, David Tolpin, Or Wertheim

ECML-PKDD 2022 Team-Imitate-Synchronize for Solving Dec-POMDPs Eliran Abdoo, Ronen I. Brafman, Guy Shani, Nitsan Soffair

AAAI 2021 Improved Knowledge Modeling and Its Use for Signaling in Multi-Agent Planning with Partial Observability Shashank Shekhar, Ronen I. Brafman, Guy Shani

IJCAI 2020 Learning and Solving Regular Decision Processes Eden Abadi, Ronen I. Brafman

AAAI 2020 Reinforcement Learning with Non-Markovian Rewards Maor Gaon, Ronen I. Brafman

IJCAI 2019 Planning for LTLf /LDLf Goals in Non-Markovian Fully Observable Nondeterministic Domains Ronen I. Brafman, Giuseppe De Giacomo

IJCAI 2019 Regular Decision Processes: A Model for Non-Markovian Domains Ronen I. Brafman, Giuseppe De Giacomo

AAAI 2018 LTLf/LDLf Non-Markovian Rewards Ronen I. Brafman, Giuseppe De Giacomo, Fabio Patrizi

IJCAI 2015 A Privacy Preserving Algorithm for Multi-Agent Planning and Search Ronen I. Brafman

AAAI 2014 A Relevance-Based Compilation Method for Conformant Probabilistic Planning Ran Taig, Ronen I. Brafman

JAIR 2014 Distributed Heuristic Forward Search for Multi-Agent Planning Raz Nissim, Ronen I. Brafman

AAAI 2013 Cost-Optimal Planning by Self-Interested Agents Raz Nissim, Ronen I. Brafman

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

AAAI 2012 A Multi-Path Compilation Approach to Contingent Planning Ronen I. Brafman, Guy Shani

UAI 2012 Exploiting Uniform Assignments in First-Order MPE Udi Apsel, Ronen I. Brafman

AAAI 2012 Lifted MEU by Weighted Model Counting Udi Apsel, Ronen I. Brafman

JAIR 2012 Replanning in Domains with Partial Information and Sensing Actions Ronen I. Brafman, Guy Shani

UAI 2011 Extended Lifted Inference with Joint Formulas Udi Apsel, Ronen I. Brafman

AAAI 2011 Planning for Operational Control Systems with Predictable Exogenous Events Ronen I. Brafman, Carmel Domshlak, Yagil Engel, Zohar Feldman

IJCAI 2011 Replanning in Domains with Partial Information and Sensing Actions Guy Shani, Ronen I. Brafman

AAAI 2011 The Next Best Solution Ronen I. Brafman, Enrico Pilotto, Francesca Rossi, Domenico Salvagnin, Kristen Brent Venable, Toby Walsh

AAAI 2010 Decomposed Utility Functions and Graphical Models for Reasoning About Preferences Ronen I. Brafman, Yagil Engel

AAAI 2010 Transferable Utility Planning Games Ronen I. Brafman, Carmel Domshlak, Yagil Engel, Moshe Tennenholtz

JAIR 2009 A Heuristic Search Approach to Planning with Continuous Resources in Stochastic Domains Nicolas Meuleau, Emmanuel Benazera, Ronen I. Brafman, Eric A. Hansen, Mausam

JAIR 2009 Generic Preferences over Subsets of Structured Objects Maxim Binshtok, Ronen I. Brafman, Carmel Domshlak, Solomon Eyal Shimony

IJCAI 2009 Planning Games Ronen I. Brafman, Carmel Domshlak, Yagil Engel, Moshe Tennenholtz

JMLR 2008 Multi-Agent Reinforcement Learning in Common Interest and Fixed Sum Stochastic Games: An Experimental Study Avraham Bab, Ronen I. Brafman

AAAI 2007 Computing Optimal Subsets Maxim Binshtok, Ronen I. Brafman, Solomon Eyal Shimony, Ajay Mani, Craig Boutilier

IJCAI 2007 Forward Search Value Iteration for POMDPs Guy Shani, Ronen I. Brafman, Solomon Eyal Shimony

IJCAI 2007 Hierarchical Heuristic Forward Search in Stochastic Domains Nicolas Meuleau, Ronen I. Brafman

AAAI 2007 Near-Optimal Search in Continuous Domains Samuel Ieong, Nicolas S. Lambert, Yoav Shoham, Ronen I. Brafman

AAAI 2007 Scaling up: Solving POMDPs Through Value Based Clustering Yan Virin, Guy Shani, Solomon Eyal Shimony, Ronen I. Brafman

AAAI 2006 Factored Planning: How, When, and When Not Ronen I. Brafman, Carmel Domshlak

JAIR 2006 On Graphical Modeling of Preference and Importance Ronen I. Brafman, Carmel Domshlak, Solomon Eyal Shimony

AAAI 2006 Preferences over Sets Ronen I. Brafman, Carmel Domshlak, Solomon Eyal Shimony, Y. Silver

ECML-PKDD 2006 Prioritizing Point-Based POMDP Solvers Guy Shani, Ronen I. Brafman, Solomon Eyal Shimony

JMLR 2005 An MDP-Based Recommender System Guy Shani, David Heckerman, Ronen I. Brafman

ECML-PKDD 2005 Model-Based Online Learning of POMDPs Guy Shani, Ronen I. Brafman, Solomon Eyal Shimony

AAAI 2005 Optimal Efficient Learning Equilibrium: Imperfect Monitoring in Symmetric Games Ronen I. Brafman, Moshe Tennenholtz

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

ECML-PKDD 2004 An Experimental Study of Different Approaches to Reinforcement Learning in Common Interest Stochastic Games Avi Bab, Ronen I. Brafman

JAIR 2004 CP-Nets: A Tool for Representing and Reasoning with Conditional Ceteris Paribus Preference Statements Craig Boutilier, Ronen I. Brafman, Carmel Domshlak, Holger H. Hoos, David Poole

UAI 2004 Compact Value-Function Representations for Qualitative Preferences Ronen I. Brafman, Carmel Domshlak, Tanya Kogan

NeurIPS 2004 Resolving Perceptual Aliasing in the Presence of Noisy Sensors Guy Shani, Ronen I. Brafman

IJCAI 2003 A New Look at the Semantics and Optimization Methods of CP-Networks Ronen I. Brafman, Yannis Dimopoulos

JAIR 2003 Learning to Coordinate Efficiently: A Model-Based Approach Ronen I. Brafman, Moshe Tennenholtz

JAIR 2003 Structure and Complexity in Planning with Unary Operators Ronen I. Brafman, Carmel Domshlak

UAI 2002 An MDP-Based Recommender System Guy Shani, Ronen I. Brafman, David Heckerman

NeurIPS 2002 Efficient Learning Equilibrium Ronen I. Brafman, Moshe Tennenholtz

UAI 2002 Introducing Variable Importance Tradeoffs into CP-Nets Ronen I. Brafman, Carmel Domshlak

JMLR 2002 R-MAX - A General Polynomial Time Algorithm for Near-Optimal Reinforcement Learning Ronen I. Brafman, Moshe Tennenholtz

IJCAI 2001 A Simplifier for Propositional Formulas with Many Binary Clauses Ronen I. Brafman

JAIR 2001 On Reachability, Relevance, and Resolution in the Planning as Satisfiability Approach Ronen I. Brafman

JAIR 2001 Partial-Order Planning with Concurrent Interacting Actions Craig Boutilier, Ronen I. Brafman

IJCAI 2001 Preference-Based Configuration of Web Page Content Carmel Domshlak, Ronen I. Brafman, Solomon Eyal Shimony

IJCAI 2001 R-MAX - A General Polynomial Time Algorithm for Near-Optimal Reinforcement Learning Ronen I. Brafman, Moshe Tennenholtz

UAI 2001 UCP-Networks: A Directed Graphical Representation of Conditional Utilities Craig Boutilier, Fahiem Bacchus, Ronen I. Brafman

IJCAI 1999 A Near-Optimal Poly-Time Algorithm for Learning a Class of Stochastic Games Ronen I. Brafman, Moshe Tennenholtz

IJCAI 1999 Reachability, Relevance, Resolution and the Planning as Satisfiability Approach Ronen I. Brafman

UAI 1999 Reasoning with Conditional Ceteris Paribus Preference Statements Craig Boutilier, Ronen I. Brafman, Holger H. Hoos, David Poole

IJCAI 1999 To Encode or Not to Encode - Linear Planning Ronen I. Brafman, Holger H. Hoos

UAI 1998 Structured Reachability Analysis for Markov Decision Processes Craig Boutilier, Ronen I. Brafman, Christopher W. Geib

AAAI 1997 A Heuristic Variable Grid Solution Method for POMDPs Ronen I. Brafman

AAAI 1997 On the Axiomatization of Qualitative Decision Criteria Ronen I. Brafman, Moshe Tennenholtz

AAAI 1997 Planning with Concurrent Interacting Actions Craig Boutilier, Ronen I. Brafman

IJCAI 1997 Prioritized Goal Decomposition of Markov Decision Processes: Toward a Synthesis of Classical and Decision Theoretic Planning Craig Boutilier, Ronen I. Brafman, Christopher W. Geib

JAIR 1996 On Partially Controlled Multi-Agent Systems Ronen I. Brafman, Moshe Tennenholtz

AAAI 1996 On the Foundations of Qualitative Decision Theory Ronen I. Brafman, Moshe Tennenholtz

IJCAI 1995 Knowledge Considerations in Robotics and Distribution of Robotic Tasks Ronen I. Brafman, Yoav Shoham

IJCAI 1995 On Decision-Theoretic Foundations for Defaults Ronen I. Brafman, Nir Friedman

IJCAI 1995 Towards Action Prediction Using a Mental-Level Model Ronen I. Brafman, Moshe Tennenholtz

AAAI 1993 Towards Knowledge-Level Analysis of Motion Planning Ronen I. Brafman, Jean-Claude Latombe, Yoav Shoham