Artificial Intelligence and Machine Learning Research Group

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Citations	30645	11247
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i10-index	474	272

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Hector GeffnerICREA & Universitat Pompeu Fabra, Artificial Intelligence and Machine Learning Group, DTICVerified email at upf.edu
Jorge LoboICREA - Universitat Pompeu FabraVerified email at upf.edu
Vladimir Estivill-CastroProfessor of Computer ScienceVerified email at upf.edu
Anders JonssonArtificial Intelligence and Machine Learning group, Universitat Pompeu FabraVerified email at upf.edu
Vicenç GómezArtificial Intelligence and Machine Learning research group, Universitat Pompeu FabraVerified email at upf.edu
Victor DalmauDepartment of Information and Communication Technologies, Universitat Pompeu FabraVerified email at upf.edu
Gergely NeuArtificial Intelligence and Machine Learning group, Universitat Pompeu FabraVerified email at upf.edu
Pablo AragónWikimedia Foundation | Universitat Pompeu FabraVerified email at upf.edu
Guillem FrancèsArtificial Intelligence and Machine Learning Group, Universitat Pompeu Fabra, BarcelonaVerified email at upf.edu
Javier Segovia-AguasUniversitat Pompeu FabraVerified email at upf.edu
Jonathan Ferrer-MestresConservation Decisions Team, Land and Water, CSIROVerified email at csiro.au
Miquel JunyentUniversitat Pompeu FabraVerified email at upf.edu
Silvia ButtiPhD student, Universitat Pompeu FabraVerified email at upf.edu
Marti Sanchez-FiblaUniversity Pompeu Fabra (UPF)Verified email at upf.edu

Artificial Intelligence and Machine Learning Research Group

Department of Information and Communication Technologies, Universitat Pompeu Fabra

Verified email at upf.edu - Homepage

Artificial Intelligence Machine Learning Planning Reinforcement learning Autonomous robotics


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Planning as heuristic search B Bonet, H Geffner Artificial Intelligence 129 (1-2), 5-33, 2001	1356	2001
Why so many clustering algorithms: a position paper V Estivill-Castro ACM SIGKDD explorations newsletter 4 (1), 65-75, 2002	860	2002
Foundations of disjunctive logic programming J Lobo, J Minker, A Rajasekar MIT press, 1992	478	1992
Privacy-aware role-based access control Q Ni, E Bertino, J Lobo, C Brodie, CM Karat, J Karat, A Trombeta ACM Transactions on Information and System Security (TISSEC) 13 (3), 1-31, 2010	470	2010
Planning with incomplete information as heuristic search in belief space B Bonet, H Geffner Proceedings of the Fifth International Conference on Artificial Intelligence …, 2000	449	2000
Labeled RTDP: Improving the Convergence of Real-Time Dynamic Programming. B Bonet, H Geffner ICAPS 3, 12-21, 2003	412	2003
A policy description language J Lobo, R Bhatia, S Naqvi AAAI/IAAI 1999, 291-298, 1999	406	1999
Planning as heuristic search: New results B Bonet, H Geffner Lecture notes in computer science 1809, 360-372, 2000	370	2000
Statistical analysis of the social network and discussion threads in slashdot V Gómez, A Kaltenbrunner, V López Proceedings of the 17th international conference on World Wide Web, 645-654, 2008	366	2008
Plan recognition as planning M Ramırez, H Geffner Proceedings of the 21st international joint conference on Artifical …, 2009	339*	2009
A robust and fast action selection mechanism for planning B Bonet, G Loerincs, H Geffner AAAI/IAAI, 714-719, 1997	338	1997
Probabilistic plan recognition using off-the-shelf classical planners M Ramırez, H Geffner Proceedings of the Conference of the Association for the Advancement of …, 2010	326	2010
Optimal control as a graphical model inference problem HJ Kappen, V Gómez, M Opper Machine learning 87 (2), 159-182, 2012	318	2012
A concise introduction to models and methods for automated planning H Geffner, B Bonet Synthesis Lectures on Artificial Intelligence and Machine Learning 8 (1), 1-141, 2013	289	2013
Branching and pruning: An optimal temporal POCL planner based on constraint programming V Vidal, H Geffner Artificial Intelligence 170 (3), 298-335, 2006	271	2006
Apprenticeship learning using inverse reinforcement learning and gradient methods G Neu, C Szepesvári arXiv preprint arXiv:1206.5264, 2012	267	2012
Conditional entailment: Bridging two approaches to default reasoning H Geffner, J Pearl Artificial Intelligence 53 (2-3), 209-244, 1992	252	1992
Constraint satisfaction, bounded treewidth, and finite-variable logics V Dalmau, P Kolaitis, M Vardi Principles and Practice of Constraint Programming-CP 2002, 223-254, 2006	239	2006
Heuristic planning with time and resources P Haslum, H Geffner Sixth European Conference on Planning, 2014	235	2014
Mining roles with semantic meanings I Molloy, H Chen, T Li, Q Wang, N Li, E Bertino, S Calo, J Lobo Proceedings of the 13th ACM symposium on Access control models and …, 2008	218	2008

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