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Learning and Solving Regular Decision Processes

Mar 02, 2020
Eden Abadi, Ronen I. Brafman

* 7 pages, 1 figure 

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Reinforcement Learning with Non-Markovian Rewards

Dec 05, 2019
Maor Gaon, Ronen I. Brafman

* To Appear in AAAI 2020 

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Privacy Preserving Multi-Agent Planning with Provable Guarantees

Nov 01, 2018
Amos Beimel, Ronen I. Brafman


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A Planning Approach to Monitoring Behavior of Computer Programs

Sep 11, 2017
Alexandre Cukier, Ronen I. Brafman, Yotam Perkal, David Tolpin


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An MDP-based Recommender System

May 16, 2015
Guy Shani, Ronen I. Brafman, David Heckerman

* Appears in Proceedings of the Eighteenth Conference on Uncertainty in Artificial Intelligence (UAI2002) 

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Replanning in Domains with Partial Information and Sensing Actions

Jan 23, 2014
Ronen I. Brafman, Guy Shani

* Journal Of Artificial Intelligence Research, Volume 45, pages 565-600, 2012 

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Generic Preferences over Subsets of Structured Objects

Jan 15, 2014
Maxim Binshtok, Ronen I. Brafman, Carmel Domshlak, Solomon Eyal Shimony

* Journal Of Artificial Intelligence Research, Volume 34, pages 133-164, 2009 

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A Heuristic Search Approach to Planning with Continuous Resources in Stochastic Domains

Jan 15, 2014
Nicolas Meuleau, Emmanuel Benazera, Ronen I. Brafman, Eric A. Hansen, Mausam

* Journal Of Artificial Intelligence Research, Volume 34, pages 27-59, 2009 

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Structured Reachability Analysis for Markov Decision Processes

Apr 23, 2013
Craig Boutilier, Ronen I. Brafman, Christopher W. Geib

* Appears in Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence (UAI1998) 

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Reasoning With Conditional Ceteris Paribus Preference Statem

Jan 23, 2013
Craig Boutilier, Ronen I. Brafman, Holger H. Hoos, David L. Poole

* Appears in Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence (UAI1999) 

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UCP-Networks: A Directed Graphical Representation of Conditional Utilities

Jan 10, 2013
Craig Boutilier, Fahiem Bacchus, Ronen I. Brafman

* Appears in Proceedings of the Seventeenth Conference on Uncertainty in Artificial Intelligence (UAI2001) 

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Introducing Variable Importance Tradeoffs into CP-Nets

Dec 12, 2012
Ronen I. Brafman, Carmel Domshlak

* Appears in Proceedings of the Eighteenth Conference on Uncertainty in Artificial Intelligence (UAI2002) 

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Exploiting Uniform Assignments in First-Order MPE

Oct 16, 2012
Udi Apsel, Ronen I. Brafman

* Appears in Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence (UAI2012) 

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Compact Value-Function Representations for Qualitative Preferences

Jul 11, 2012
Ronen I. Brafman, Carmel Domshlak, Tanya Kogan

* Appears in Proceedings of the Twentieth Conference on Uncertainty in Artificial Intelligence (UAI2004) 

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Extended Lifted Inference with Joint Formulas

Feb 14, 2012
Udi Apsel, Ronen I. Brafman


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