Carmel Domshlak

Ronen I. Brafman, Carmel Domshlak: On the complexity of planning for agent teams and its implications for single agent planning. Artif. Intell. 198: 52-71 (2013)

Ronen I. Brafman, Carmel Domshlak: Introducing Variable Importance Tradeoffs into CP-Nets. CoRR abs/1301.0558 (2013)

Solomon Eyal Shimony, Carmel Domshlak, Eugene Santos Jr.: Cost-Sharing in Bayesian Knowledge Bases. CoRR abs/1302.1567 (2013)

Carmel Domshlak, Michael Katz, Sagi Lefler: Landmark-enhanced abstraction heuristics. Artif. Intell. 189: 48-68 (2012)

Carmel Domshlak, Erez Karpas, Shaul Markovitch: Online Speedup Learning for Optimal Planning. J. Artif. Intell. Res. (JAIR) 44: 709-755 (2012)

Carmel Domshlak, Michael Katz, Alexander Shleyfman: Enhanced Symmetry Breaking in Cost-Optimal Planning as Forward Search. ICAPS 2012

Erez Karpas, Carmel Domshlak: Optimal Search with Inadmissible Heuristics. ICAPS 2012

Zohar Feldman, Carmel Domshlak: Online Planning in MDPs: Rationality and Optimization. CoRR abs/1206.3382 (2012)

Carmel Domshlak, Thorsten Joachims: Unstructuring User Preferences: Efficient Non-Parametric Utility Revelation. CoRR abs/1207.1390 (2012)

Ronen I. Brafman, Carmel Domshlak, Tanya Kogan: Compact Value-Function Representations for Qualitative Preferences. CoRR abs/1207.4126 (2012)

Carmel Domshlak, Eyke Hüllermeier, Souhila Kaci, Henri Prade: Preferences in AI: An overview. Artif. Intell. 175(7-8): 1037-1052 (2011)

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

Fahiem Bacchus, Carmel Domshlak, Stefan Edelkamp, Malte Helmert (Eds.): Proceedings of the 21st International Conference on Automated Planning and Scheduling, ICAPS 2011, Freiburg, Germany June 11-16, 2011. AAAI 2011

Ronen I. Brafman, Carmel Domshlak: Structure and Complexity in Planning with Unary Operators. CoRR abs/1106.5256 (2011)

Craig Boutilier, Ronen I. Brafman, Carmel Domshlak, Holger H. Hoos, David Poole: CP-nets: A Tool for Representing and Reasoning withConditional Ceteris Paribus Preference Statements. CoRR abs/1107.0023 (2011)

Ronen I. Brafman, Carmel Domshlak, Solomon Eyal Shimony: On Graphical Modeling of Preference and Importance. CoRR abs/1109.6345 (2011)

Carmel Domshlak, Jörg Hoffmann: Probabilistic Planning via Heuristic Forward Search and Weighted Model Counting. CoRR abs/1111.0044 (2011)

Michael Katz, Carmel Domshlak: Optimal admissible composition of abstraction heuristics. Artif. Intell. 174(12-13): 767-798 (2010)

Michael Katz, Carmel Domshlak: Implicit Abstraction Heuristics. J. Artif. Intell. Res. (JAIR) 39: 51-126 (2010)

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

Carmel Domshlak, Erez Karpas, Shaul Markovitch: To Max or Not to Max: Online Learning for Speeding Up Optimal Planning. AAAI 2010

Carmel Domshlak, Michael Katz, Sagi Lefler: When Abstractions Met Landmarks. ICAPS 2010: 50-56

Raz Nissim, Ronen I. Brafman, Carmel Domshlak: A general, fully distributed multi-agent planning algorithm. AAMAS 2010: 1323-1330

Ronen I. Brafman, Carmel Domshlak: Preference Handling - An Introductory Tutorial. AI Magazine 30(1): 58-86 (2009)

Carmel Domshlak, Vitaly Mirkis: Set-structured and cost-sharing heuristics for classical planning. Ann. Math. Artif. Intell. 56(2): 211-239 (2009)

Maxim Binshtok, Ronen I. Brafman, Carmel Domshlak, Solomon Eyal Shimony: Generic Preferences over Subsets of Structured Objects. J. Artif. Intell. Res. (JAIR) 34: 133-164 (2009)

Carmel Domshlak, Jörg Hoffmann, Ashish Sabharwal: Friends or Foes? On Planning as Satisfiability and Abstract CNF Encodings. J. Artif. Intell. Res. (JAIR) 36: 415-469 (2009)

Malte Helmert, Carmel Domshlak: Landmarks, Critical Paths and Abstractions: What's the Difference Anyway? ICAPS 2009

Michael Katz, Carmel Domshlak: Structural-Pattern Databases. ICAPS 2009

Natali Soskin, Oren Kurland, Carmel Domshlak: Navigating in the Dark: Modeling Uncertainty in Ad Hoc Retrieval Using Multiple Relevance Models. ICTIR 2009: 79-91

Ronen I. Brafman, Carmel Domshlak, Yagil Engel, Moshe Tennenholtz: Planning Games. IJCAI 2009: 73-78

Erez Karpas, Carmel Domshlak: Cost-Optimal Planning with Landmarks. IJCAI 2009: 1728-1733

Carmel Domshlak, Francesca Rossi, Kristen Brent Venable, Toby Walsh: Reasoning about soft constraints and conditional preferences: complexity results and approximation techniques. CoRR abs/0905.3766 (2009)

Ronen I. Brafman, Carmel Domshlak: Graphically structured value-function compilation. Artif. Intell. 172(2-3): 325-349 (2008)

Michael Katz, Carmel Domshlak: New Islands of Tractability of Cost-Optimal Planning. J. Artif. Intell. Res. (JAIR) 32: 203-288 (2008)

Sara Cohen, Carmel Domshlak, Naama Zwerdling: On ranking techniques for desktop search. ACM Trans. Inf. Syst. 26(2) (2008)

Ronen I. Brafman, Carmel Domshlak: From One to Many: Planning for Loosely Coupled Multi-Agent Systems. ICAPS 2008: 28-35

Michael Katz, Carmel Domshlak: Optimal Additive Composition of Abstraction-based Admissible Heuristics. ICAPS 2008: 174-181

Michael Katz, Carmel Domshlak: Structural Patterns Heuristics via Fork Decomposition. ICAPS 2008: 182-189

Haggai Roitman, Avigdor Gal, Carmel Domshlak: Providing Top-K Alternative Schema Matchings with . ER 2008: 538-539

Oren Kurland, Carmel Domshlak: A rank-aggregation approach to searching for optimal query-specific clusters. SIGIR 2008: 547-554

Carmel Domshlak, Jörg Hoffmann: Probabilistic Planning via Heuristic Forward Search and Weighted Model Counting. J. Artif. Intell. Res. (JAIR) 30: 565-620 (2007)

Carmel Domshlak, Avigdor Gal, Haggai Roitman: Rank Aggregation for Automatic Schema Matching. IEEE Trans. Knowl. Data Eng. 19(4): 538-553 (2007)

Carmel Domshlak, Thorsten Joachims: Efficient and non-parametric reasoning over user preferences. User Model. User-Adapt. Interact. 17(1-2): 41-69 (2007)

Michael Katz, Carmel Domshlak: Structural Patterns of Tractable Sequentially-Optimal Planning. ICAPS 2007: 200-207

Vitaly Mirkis, Carmel Domshlak: Cost-Sharing Approximations for h+. ICAPS 2007: 240-247

Mattan Winaver, Oren Kurland, Carmel Domshlak: Towards robust query expansion: model selection in the language modeling framework. SIGIR 2007: 729-730

Sara Cohen, Carmel Domshlak, Naama Zwerdling: On ranking techniques for desktop search. WWW 2007: 1183-1184

Carmel Domshlak, Steven David Prestwich, Francesca Rossi, Kristen Brent Venable, Toby Walsh: Hard and soft constraints for reasoning about qualitative conditional preferences. J. Heuristics 12(4-5): 263-285 (2006)

Ronen I. Brafman, Carmel Domshlak, Solomon Eyal Shimony: On Graphical Modeling of Preference and Importance. J. Artif. Intell. Res. (JAIR) 25: 389-424 (2006)

Ronen I. Brafman, Carmel Domshlak: Factored Planning: How, When, and When Not. AAAI 2006: 809-814

Ronen I. Brafman, Carmel Domshlak, Solomon Eyal Shimony, Y. Silver: Preferences over Sets. AAAI 2006: 1101-1106

Carmel Domshlak, Jörg Hoffmann: Fast Probabilistic Planning through Weighted Model Counting. ICAPS 2006: 243-252

Jörg Hoffmann, Ashish Sabharwal, Carmel Domshlak: Friends or Foes? An AI Planning Perspective on Abstraction and Search. ICAPS 2006: 294-303

Oren Kurland, Lillian Lee, Carmel Domshlak: Better than the real thing? Iterative pseudo-query processing using cluster-based language models. CoRR abs/cs/0601046 (2006)

Ramón Béjar, Carmel Domshlak, Cèsar Fernández, Carla P. Gomes, Bhaskar Krishnamachari, Bart Selman, Magda Valls: Sensor networks and distributed CSP: communication, computation and complexity. Artif. Intell. 161(1-2): 117-147 (2005)

Oren Kurland, Lillian Lee, Carmel Domshlak: Better than the real thing?: iterative pseudo-query processing using cluster-based language models. SIGIR 2005: 19-26

Carmel Domshlak, Thorsten Joachims: Unstructuring User Preferences: Efficient Non-Parametric Utility Revelation. UAI 2005: 169-177

Craig Boutilier, Ronen I. Brafman, Carmel Domshlak, Holger H. Hoos, David Poole: Preference-Based Constrained Optimization with CP-Nets. Computational Intelligence 20(2): 137-157 (2004)

Carmel Domshlak, Solomon Eyal Shimony: Efficient probabilistic reasoning in BNs with mutual exclusion and context-specific independence. Int. J. Intell. Syst. 19(8): 703-725 (2004)

Craig Boutilier, Ronen I. Brafman, Carmel Domshlak, Holger H. Hoos, David Poole: CP-nets: A Tool for Representing and Reasoning with Conditional Ceteris Paribus Preference Statements. J. Artif. Intell. Res. (JAIR) 21: 135-191 (2004)

Ronen I. Brafman, Carmel Domshlak, Solomon Eyal Shimony: Qualitative decision making in adaptive presentation of structured information. ACM Trans. Inf. Syst. 22(4): 503-539 (2004)

James H. Lawton, Carmel Domshlak: On the Role of Knowledge in Multi-Agent Opportunism. AAMAS 2004: 1270-1271

James H. Lawton, Carmel Domshlak: Multi-Agent Opportunistic Planning and Plan Execution. ICTAI 2004: 408-415

Ronen I. Brafman, Carmel Domshlak, Tanya Kogan: Compact Value-Function Representations for Qualitative Preferences. UAI 2004: 51-59

Solomon Eyal Shimony, Carmel Domshlak: Complexity of probabilistic reasoning in directed-path singly-connected Bayes networks. Artif. Intell. 151(1-2): 213-225 (2003)

Rachel Ben-Eliyahu-Zohary, Carmel Domshlak, Ehud Gudes, N. Liusternik, Amnon Meisels, Tzachi Rosen, Solomon Eyal Shimony: FlexiMine - A Flexible Platform for KDD Research and Application Development. Ann. Math. Artif. Intell. 39(1-2): 175-204 (2003)

Ronen I. Brafman, Carmel Domshlak: Structure and Complexity in Planning with Unary Operators. J. Artif. Intell. Res. (JAIR) 18: 315-349 (2003)

Carmel Domshlak, Solomon Eyal Shimony: Efficient Probabilistic Reasoning in Bayes Nets with Mutual Exclusion and Context Specific Independence. FLAIRS Conference 2003: 496-500

Carmel Domshlak, Francesca Rossi, Kristen Brent Venable, Toby Walsh: Reasoning about soft constraints and conditional preferences: complexity results and approximation techniques. IJCAI 2003: 215-220

Ramón Béjar, Carmel Domshlak, Cèsar Fernández, Carla P. Gomes, Bart Selman, Magda Valls: Grid-based SensorDCSP. IJCAI 2003: 1359-1361

Carmel Domshlak: On Recursively Directed Hypercubes. Electr. J. Comb. 9(1) (2002)

Carmel Domshlak, Ronen I. Brafman: Structure and Complexity in Planning with Unary Operators. AIPS 2002: 34-43

Ehud Gudes, Carmel Domshlak, Natalia Orlov: Remote Conferencing with Multimedia Objects. EDBT Workshops 2002: 526-543

Carmel Domshlak, Ronen I. Brafman: CP-nets: Reasoning and Consistency Testing. KR 2002: 121-132

Ronen I. Brafman, Carmel Domshlak: Introducing Variable Importance Tradeoffs into CP-Nets. UAI 2002: 69-76

Carmel Domshlak, Ronen I. Brafman, Solomon Eyal Shimony: Preference-Based Configuration of Web Page Content. IJCAI 2001: 1451-1456

Carmel Domshlak, Ronen I. Brafman: Strucutre and Complexitiy in Planning with Unary Operators. PuK 2000

Carmel Domshlak, D. Gershkovich, Ehud Gudes, N. Liusternik, Amnon Meisels, Tzachi Rosen, Solomon Eyal Shimony: FlexiMine - A Flexible Platform for KDD Research and Application Construction. KDD 1998: 184-188

Solomon Eyal Shimony, Carmel Domshlak, Eugene Santos Jr.: Cost-Sharing in Bayesian Knowledge Bases. UAI 1997: 421-428