Michael Katz 
contact information
Principal Research Staff MemberThomas J. Watson Research Center, Yorktown Heights, NY USA
links
Professional Associations
Professional Associations: Association for the Advancement of Artificial Intelligence (AAAI)2020
Online Planner Selection with Graph Neural Networks and Adaptive Scheduling
Tengfei Ma, Patrick Ferber, Siyu Huo, Jie Chen, Michael Katz
AAAI 2020
Tengfei Ma, Patrick Ferber, Siyu Huo, Jie Chen, Michael Katz
AAAI 2020
Top-Quality Planning: Finding Practically Useful Sets of Best Plans
Michael Katz, Shirin Sohrabi, Octavian Udrea
AAAI 2020
Michael Katz, Shirin Sohrabi, Octavian Udrea
AAAI 2020
2019
Towards Automated Planning for Enterprise Services: Opportunities and Challenges
Maja Vukovic, Scott Gerard, Rick Hull, Michael Katz, Laura Shwartz, Shirin Sohrabi, Christian Muise, John Rofrano, Anup Kalia, Jinho Hwang, others
International Conference on Service-Oriented Computing, pp. 64--68, 2019
Maja Vukovic, Scott Gerard, Rick Hull, Michael Katz, Laura Shwartz, Shirin Sohrabi, Christian Muise, John Rofrano, Anup Kalia, Jinho Hwang, others
International Conference on Service-Oriented Computing, pp. 64--68, 2019
Answering binary causal questions through large-scale text mining: An evaluation using cause-effect pairs from human experts
Oktie Hassanzadeh, Debarun Bhattacharjya, Mark Feblowitz, Kavitha Srinivas, Michael Perrone, Shirin Sohrabi, Michael Katz
IJCAI19, 2019
Oktie Hassanzadeh, Debarun Bhattacharjya, Mark Feblowitz, Kavitha Srinivas, Michael Perrone, Shirin Sohrabi, Michael Katz
IJCAI19, 2019
A* Search and Bound-Sensitive Heuristics for Oversubscription Planning
Michael Katz, Emil Keyder
HSDIP 2019
Michael Katz, Emil Keyder
HSDIP 2019
Top-Quality: Finding Practically Useful Sets of Best Plans
Michael Katz, Shirin Sohrabi, Octavian Udrea
2019
Michael Katz, Shirin Sohrabi, Octavian Udrea
2019
IPC: A Benchmark Data Set for Learning with Graph-Structured Data
Patrick Ferber, Tengfei Ma, Siyu Huo, Jie Chen, Michael Katz
arXiv preprint arXiv:1905.06393, 2019
Patrick Ferber, Tengfei Ma, Siyu Huo, Jie Chen, Michael Katz
arXiv preprint arXiv:1905.06393, 2019
Democratizing Usage of Planning Systems by Facilitating Research in Algorithm Selection for Planning
Michael Katz, Silvan Sievers
2019
Michael Katz, Silvan Sievers
2019
The Role of IPC in Setting Standards for Experimental Evaluation in Planning Research
Michael Katz, Silvan Sievers
2019
Michael Katz, Silvan Sievers
2019
IBM Scenario Planning Advisor: Plan recognition as AI planning in practice
Shirin Sohrabi, Michael Katz, Oktie Hassanzadeh, Octavian Udrea, Mark D Feblowitz, Anton Riabov
AI Communications pp. Preprint, 1--13, IOS Press, 2019
Shirin Sohrabi, Michael Katz, Oktie Hassanzadeh, Octavian Udrea, Mark D Feblowitz, Anton Riabov
AI Communications pp. Preprint, 1--13, IOS Press, 2019
Theoretical Foundations for Structural Symmetries of Lifted PDDL Tasks
Silvan Sievers, Gabriele Roeger, Martin Wehrle, Michael Katz
Proceedings of the 29th International Conference on Automated Planning and Scheduling (ICAPS), 2019
Silvan Sievers, Gabriele Roeger, Martin Wehrle, Michael Katz
Proceedings of the 29th International Conference on Automated Planning and Scheduling (ICAPS), 2019
Oversubscription Planning as Classical Planning with Multiple Cost Functions
Michael Katz, Emil Keyder, Florian Pommerening, Dominik Winterer
Proceedings of the 29th International Conference on Automated Planning and Scheduling (ICAPS), 2019
Michael Katz, Emil Keyder, Florian Pommerening, Dominik Winterer
Proceedings of the 29th International Conference on Automated Planning and Scheduling (ICAPS), 2019
Red-Black Heuristics for Planning Tasks with Conditional Effects
Michael Katz
Proceedings of the 33rd Conference on Artificial Intelligence (AAAI-19), 2019
Michael Katz
Proceedings of the 33rd Conference on Artificial Intelligence (AAAI-19), 2019
Deep Learning for Cost-Optimal Planning: Task-Dependent Planner Selection
Silvan Sievers, Michael Katz, Shirin Sohrabi, Horst Samulowitz, Patrick Ferber
Proceedings of the 33rd Conference on Artificial Intelligence (AAAI-19), 2019
Silvan Sievers, Michael Katz, Shirin Sohrabi, Horst Samulowitz, Patrick Ferber
Proceedings of the 33rd Conference on Artificial Intelligence (AAAI-19), 2019
2018
Adaptive Planner Scheduling with Graph Neural Networks
Tengfei Ma, Patrick Ferber, Siyu Huo, Jie Chen, Michael Katz
arXiv preprint arXiv:1811.00210, 2018
Tengfei Ma, Patrick Ferber, Siyu Huo, Jie Chen, Michael Katz
arXiv preprint arXiv:1811.00210, 2018
MERWIN Planner: Mercury Enchanced With Novelty Heuristic
Michael Katz, Nir Lipovetzky, Dany Moshkovich, Alexander Tuisov
Ninth International Planning Competition (IPC-9), 2018
Michael Katz, Nir Lipovetzky, Dany Moshkovich, Alexander Tuisov
Ninth International Planning Competition (IPC-9), 2018
IBM Scenario Planning Advisor: Plan Recognition as AI Planning in Practice.
Shirin Sohrabi, Michael Katz, Oktie Hassanzadeh, Octavian Udrea, Mark D Feblowitz
IJCAI Demonstrations, pp. 5865--5867, 2018
Shirin Sohrabi, Michael Katz, Oktie Hassanzadeh, Octavian Udrea, Mark D Feblowitz
IJCAI Demonstrations, pp. 5865--5867, 2018
Cerberus: Red-Black Heuristic for Planning Tasks with Conditional Effects Meets Novelty Heuristic and Enhanced Mutex Detection
Michael Katz
Ninth International Planning Competition (IPC-9), 2018
Michael Katz
Ninth International Planning Competition (IPC-9), 2018
Delfi: Online Planner Selection for Cost-Optimal Planning
Michael Katz, Shirin Sohrabi, Horst Samulowitz, Silvan Sievers
Ninth International Planning Competition (IPC-9), 2018
Michael Katz, Shirin Sohrabi, Horst Samulowitz, Silvan Sievers
Ninth International Planning Competition (IPC-9), 2018
Good Old Mercury Planner
Michael Katz, Joerg Hoffmann
Ninth International Planning Competition (IPC-9), 2018
Michael Katz, Joerg Hoffmann
Ninth International Planning Competition (IPC-9), 2018
Reformulating Oversubscription Planning Tasks
Michael Katz, Vitaly Mirkis, Florian Pommerening, Dominik Winterer
Proceedings of the 10th Workshop on Heuristic Search for Domain-Independent Planning (HSDIP'18), 2018
Michael Katz, Vitaly Mirkis, Florian Pommerening, Dominik Winterer
Proceedings of the 10th Workshop on Heuristic Search for Domain-Independent Planning (HSDIP'18), 2018
A Novel Iterative Approach to Top-k Planning
Michael Katz, Shirin Sohrabi, Octavian Udrea, Dominik Winterer
Proceedings of the Twenty-Eighth International Conference on Automated Planning and Scheduling (ICAPS 2018)
Michael Katz, Shirin Sohrabi, Octavian Udrea, Dominik Winterer
Proceedings of the Twenty-Eighth International Conference on Automated Planning and Scheduling (ICAPS 2018)
An AI Planning Solution to Scenario Generation for Enterprise Risk Management
Shirin Sohrabi, Anton Riabov, Michael Katz, and Octavian Udrea
Proceedings of the 32nd Conference on Artificial Intelligence (AAAI-18), 2018
Shirin Sohrabi, Anton Riabov, Michael Katz, and Octavian Udrea
Proceedings of the 32nd Conference on Artificial Intelligence (AAAI-18), 2018
Symmetry-based Task Reduction for Relaxed Reachability Analysis
Gabriele Roeger and Silvan Sievers and Michael Katz
Proceedings of the Twenty-Eighth International Conference on Automated Planning and Scheduling (ICAPS 2018)
To appear
Gabriele Roeger and Silvan Sievers and Michael Katz
Proceedings of the Twenty-Eighth International Conference on Automated Planning and Scheduling (ICAPS 2018)
To appear
Semi-Black Box: Rapid Development of Planning Based Solutions
Michael Katz, Dany Moshkovich, Erez Karpas
AAAI, 2018
Michael Katz, Dany Moshkovich, Erez Karpas
AAAI, 2018
2017
Structural Symmetries of the Lifted Representation of Classical Planning Tasks
Silvan Sievers, Gabriele Roeger, Martin Wehrle, Michael Katz
Proceedings of the Heuristics and Search for Domain-independent Planning (HSDIP) workshop at ICAPS, 2017
Silvan Sievers, Gabriele Roeger, Martin Wehrle, Michael Katz
Proceedings of the Heuristics and Search for Domain-independent Planning (HSDIP) workshop at ICAPS, 2017
Strengthening Canonical Pattern Databases with Structural Symmetries
Silvan Sievers, Martin Wehrle, Malte Helmert, Michael Katz
Proceedings of the 10th Annual Symposium on Combinatorial Search (SoCS), 2017
Silvan Sievers, Martin Wehrle, Malte Helmert, Michael Katz
Proceedings of the 10th Annual Symposium on Combinatorial Search (SoCS), 2017
Stubborn Sets for Fully Observable Nondeterministic Planning
Dominik Winterer, Yusra Alkhazraji, Michael Katz, Martin Wehrle
Proc. ICAPS, 2017
Dominik Winterer, Yusra Alkhazraji, Michael Katz, Martin Wehrle
Proc. ICAPS, 2017
Adapting Novelty to Classical Planning as Heuristic Search
Michael Katz, Nir Lipovetzky, Dany Moshkovich, Alexander Tuisov
Proc. ICAPS, 2017
Michael Katz, Nir Lipovetzky, Dany Moshkovich, Alexander Tuisov
Proc. ICAPS, 2017
2016
Proceedings of the 8th Workshop on Heuristics and Search for Domain-independent Planning (HSDIP)
J. Benton, Daniel Bryce, Michael Katz, Nir Lipovetzky, Christian Muise, Miquel Ram\irez, Alvaro Torralba
ICAPS, 2016
J. Benton, Daniel Bryce, Michael Katz, Nir Lipovetzky, Christian Muise, Miquel Ram\irez, Alvaro Torralba
ICAPS, 2016
Lifting Delete Relaxation Heuristics To Successor Generator Planning
Michael Katz, Dany Moshkovich, Erez Karpas
Proceedings of the 8th Workshop on Heuristic Search for Domain-Independent Planning (HSDIP'16), 2016
Michael Katz, Dany Moshkovich, Erez Karpas
Proceedings of the 8th Workshop on Heuristic Search for Domain-Independent Planning (HSDIP'16), 2016
Structural Symmetries for Fully Observable Nondeterministic Planning
Dominik Winterer, Martin Wehrle, Michael Katz
25th International Joint Conference on Artificial Intelligence, 2016
Dominik Winterer, Martin Wehrle, Michael Katz
25th International Joint Conference on Artificial Intelligence, 2016
In Search of Tractability for Partial Satisfaction Planning
Michael Katz, Vitaly Mirkis
25th International Joint Conference on Artificial Intelligence, 2016
Michael Katz, Vitaly Mirkis
25th International Joint Conference on Artificial Intelligence, 2016
2015
Heuristics and Symmetries in Classical Planning.
Shleyfman, Alexander and Katz, Michael and Helmert, Malte and Sievers, Silvan and Wehrle, Martin
AAAI, pp. 3371--3377, 2015
Abstract
Shleyfman, Alexander and Katz, Michael and Helmert, Malte and Sievers, Silvan and Wehrle, Martin
AAAI, pp. 3371--3377, 2015
Abstract
Factored Symmetries for Merge-and-Shrink Abstractions.
Sievers, Silvan and Wehrle, Martin and Helmert, Malte and Shleyfman, Alexander and Katz, Michael
AAAI, pp. 3378--3385, 2015
Abstract
Sievers, Silvan and Wehrle, Martin and Helmert, Malte and Shleyfman, Alexander and Katz, Michael
AAAI, pp. 3378--3385, 2015
Abstract
Red--black planning: A new systematic approach to partial delete relaxation
Domshlak, Carmel and Hoffmann, J{\"o}rg and Katz, Michael
Artificial Intelligence221, 73--114, Elsevier, 2015
Abstract
Domshlak, Carmel and Hoffmann, J{\"o}rg and Katz, Michael
Artificial Intelligence221, 73--114, Elsevier, 2015
Abstract
Integrating partial order reduction and symmetry elimination for cost-optimal classical planning: Additional examples
Martin Wehrle, Malte Helmert, Alexander Shleyfman, Michael Katz
Technical Report, Technical Report CS-2015-001, University of Basel, Department of Mathematics and Computer Science
Martin Wehrle, Malte Helmert, Alexander Shleyfman, Michael Katz
Technical Report, Technical Report CS-2015-001, University of Basel, Department of Mathematics and Computer Science
Proceedings of the 7th Workshop on Heuristics and Search for Domain Independent Planning
Ron Alford, J Benton, Erez Karpas, Michael Katz, Nir Lipovetzky, Gabriele Roeger, Jordan Thayer
ICAPS, 2015
Ron Alford, J Benton, Erez Karpas, Michael Katz, Nir Lipovetzky, Gabriele Roeger, Jordan Thayer
ICAPS, 2015
An Empirical Case Study on Symmetry Handling in Cost-Optimal Planning as Heuristic Search
Silvan Sievers, Martin Wehrle, Malte Helmert, Michael Katz
The 38th German Conference on Artificial Intelligence, 2015
Silvan Sievers, Martin Wehrle, Malte Helmert, Michael Katz
The 38th German Conference on Artificial Intelligence, 2015
Symmetry Breaking in Deterministic Planning as Forward Search: Orbit Space Search Algorithm
Carmel Domshlak, Michael Katz, Alexander Shleyfman
http://ie.technion.ac.il/tech\_reports/1430403498\_main.pdf pp. Technical Report IS/IE-2015-02
Carmel Domshlak, Michael Katz, Alexander Shleyfman
http://ie.technion.ac.il/tech\_reports/1430403498\_main.pdf pp. Technical Report IS/IE-2015-02
Integrating Partial Order Reduction and Symmetry Elimination for Cost-Optimal Classical Planning
Martin Wehrle, Malte Helmert, Alexander Shleyfman, Michael Katz
Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Martin Wehrle, Malte Helmert, Alexander Shleyfman, Michael Katz
Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Red-black planning: a new systematic approach to partial delete relaxation
Carmel Domshlak, J\"org Hoffmann, Michael Katz
Artificial Intelligence 221(April 2015), 73--114, Elsevier
Carmel Domshlak, J\"org Hoffmann, Michael Katz
Artificial Intelligence 221(April 2015), 73--114, Elsevier
Heuristics and Symmetries in Classical Planning
Alexander Shleyfman, Michael Katz, Malte Helmert, Silvan Sievers, Martin Wehrle
Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
Alexander Shleyfman, Michael Katz, Malte Helmert, Silvan Sievers, Martin Wehrle
Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
Factored symmetries for merge-and-shrink abstractions
Silvan Sievers, Martin Wehrle, Malte Helmert, Alexander Shleyfman, Michael Katz
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI 2015), pp. 3378--3385
Silvan Sievers, Martin Wehrle, Malte Helmert, Alexander Shleyfman, Michael Katz
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI 2015), pp. 3378--3385
2014
Proceedings of the 6th Workshop on Heuristics and Search for Domain Independent Planning
J Benton, Patrik Haslum, Malte Helmert, Michael Katz, Jordan Thayer
2014
J Benton, Patrik Haslum, Malte Helmert, Michael Katz, Jordan Thayer
2014
Heuristics and symmetries in classical planning: Additional proofs
Alexander Shleyfman, Michael Katz, Malte Helmert, Silvan Sievers, Martin Wehrle
Technical Report, Technical Report CS-2014-006, Universit\"at Basel, Departement Mathematik und Informatik
Alexander Shleyfman, Michael Katz, Malte Helmert, Silvan Sievers, Martin Wehrle
Technical Report, Technical Report CS-2014-006, Universit\"at Basel, Departement Mathematik und Informatik
Mercury Planner: Pushing the Limits of Partial Delete Relaxation
Michael Katz, Joerg Hoffmann
Eighth International Planning Competition (IPC 2014)
Michael Katz, Joerg Hoffmann
Eighth International Planning Competition (IPC 2014)
Metis: Arming Fast Downward with Pruning and Incremental Computation
Yusra Alkhazraji, Michael Katz, Florian Pommerening, Alexander Shleyfman, Martin Wehrle
Eighth International Planning Competition (IPC 2014)
Yusra Alkhazraji, Michael Katz, Florian Pommerening, Alexander Shleyfman, Martin Wehrle
Eighth International Planning Competition (IPC 2014)
Pushing the Limits of Partial Delete Relaxation: Red-Black DAG Heuristics
Michael Katz, J\"org Hoffmann
Heuristics and Search for Domain Independent Planning, 40, 2014
Michael Katz, J\"org Hoffmann
Heuristics and Search for Domain Independent Planning, 40, 2014
Implicit Abstraction Heuristics
Michael Katz, Carmel Domshlak
arXiv preprint arXiv:1401.3853, 2014
Michael Katz, Carmel Domshlak
arXiv preprint arXiv:1401.3853, 2014
2013
Red-Black Relaxed Plan Heuristics.
Katz, Michael and Hoffmann, J{\"o}rg and Domshlak, Carmel
AAAI, 2013
Abstract
Katz, Michael and Hoffmann, J{\"o}rg and Domshlak, Carmel
AAAI, 2013
Abstract
Red-black relaxed plan heuristics
Michael Katz, Joerg Hoffmann, Carmel Domshlak
Proceedings of the 27th National Conference of the American Association for Artificial Intelligence (AAAIÿ 13), 2013
Michael Katz, Joerg Hoffmann, Carmel Domshlak
Proceedings of the 27th National Conference of the American Association for Artificial Intelligence (AAAIÿ 13), 2013
Proceedings of the 5th Workshop on Heuristics and Search for Domain-Independent Planning
Malte Helmert, Michael Katz, Gabriele R\"oger, Jordan Thayer
2013
Malte Helmert, Michael Katz, Gabriele R\"oger, Jordan Thayer
2013
Completeness and ambiguity of schema cover
Avigdor Gal, Michael Katz, Tomer Sagi, Matthias Weidlich, Karl Aberer, Hung Quoc Viet Nguyen, Zolt\'an Mikl\'os, Eliezer Levy, Victor Shafran
On the Move to Meaningful Internet Systems: OTM 2013 Conferences, pp. 241--258
Avigdor Gal, Michael Katz, Tomer Sagi, Matthias Weidlich, Karl Aberer, Hung Quoc Viet Nguyen, Zolt\'an Mikl\'os, Eliezer Levy, Victor Shafran
On the Move to Meaningful Internet Systems: OTM 2013 Conferences, pp. 241--258
Catching Label Subsets for Relaxed Bisimulation: An Abstraction Refinement Approach
Marcel Steinmetz, J\"org Hoffmann, Michael Katz
Heuristics and Search for Domain-Independent Planning, 14, 2013
Marcel Steinmetz, J\"org Hoffmann, Michael Katz
Heuristics and Search for Domain-Independent Planning, 14, 2013
Red-Black Relaxed Plan Heuristics Reloaded
Michael Katz, J\"org Hoffmann
Sixth Annual Symposium on Combinatorial Search, 2013
Michael Katz, J\"org Hoffmann
Sixth Annual Symposium on Combinatorial Search, 2013
Symmetry Breaking: Satisficing Planning and Landmark Heuristics
Carmel Domshlak, Michael Katz, Alexander Shleyfman
Proceedings of the 23rd International Conference on Automated Planning and Scheduling (ICAPS 2013). AAAI Press. Forthcoming
Carmel Domshlak, Michael Katz, Alexander Shleyfman
Proceedings of the 23rd International Conference on Automated Planning and Scheduling (ICAPS 2013). AAAI Press. Forthcoming
Red-Black Relaxed Plan Heuristics
Michael Katz, J\"org Hoffmann, Carmel Domshlak
Proceedings of the 27th AAAI Conference on Artificial Intelligence (AAAI), Bellevue, Washington, USA, 2013
Michael Katz, J\"org Hoffmann, Carmel Domshlak
Proceedings of the 27th AAAI Conference on Artificial Intelligence (AAAI), Bellevue, Washington, USA, 2013
A Generalized Cover problem for Schema Matching
Karl Aberer, Ran Bittmann, Avigdor Gal, Michael Katz, Eliezer Levy, Zolt\'an Mikl\'os, Nguyen Quoc Viet Hung, Tomer Sagi, Victor Shafran
2013
Karl Aberer, Ran Bittmann, Avigdor Gal, Michael Katz, Eliezer Levy, Zolt\'an Mikl\'os, Nguyen Quoc Viet Hung, Tomer Sagi, Victor Shafran
2013
2012
Structural Patterns Beyond Forks: Extending the Complexity Boundaries of Classical Planning.
Michael Katz, Emil Keyder
Proceedings of the 26th AAAI Conference on Artificial Intelligence (AAAI 2012), AAAI Press.
Michael Katz, Emil Keyder
Proceedings of the 26th AAAI Conference on Artificial Intelligence (AAAI 2012), AAAI Press.
Structural patterns beyond forks: Extending the complexity boundaries of classical planning
Michael Katz, Emil Keyder
Twenty-Sixth Conference on Artificial Intelligence (AAAI), 2012
Michael Katz, Emil Keyder
Twenty-Sixth Conference on Artificial Intelligence (AAAI), 2012
Landmark-enhanced abstraction heuristics
Carmel Domshlak, Michael Katz, Sagi Lefler
Artificial Intelligence189, 48--68, Elsevier, 2012
Carmel Domshlak, Michael Katz, Sagi Lefler
Artificial Intelligence189, 48--68, Elsevier, 2012
How to relax a bisimulation?
Michael Katz, J\"org Hoffmann, Malte Helmert, others
ICAPS, 2012
Michael Katz, J\"org Hoffmann, Malte Helmert, others
ICAPS, 2012
Enhanced Symmetry Breaking in Cost-Optimal Planning as Forward Search.
Carmel Domshlak, Michael Katz, Alexander Shleyfman
ICAPS, 2012
Carmel Domshlak, Michael Katz, Alexander Shleyfman
ICAPS, 2012
2011
Planning with implicit abstraction heuristics
Michael Katz, Carmel Domshlak
7th International Planning Competition (IPC), 46--49, 2011
Michael Katz, Carmel Domshlak
7th International Planning Competition (IPC), 46--49, 2011
HDIP 2011 3rd Workshop on Heuristics for Domain-independent Planning
Alan Fern, Patrik Haslum, J\"org Hoffmann, Michael Katz
2011
Alan Fern, Patrik Haslum, J\"org Hoffmann, Michael Katz
2011
Implicit abstraction heuristics for cost-optimal planning
Michael Katz
AI Communications 24(4), 343--345, IOS Press, 2011
Michael Katz
AI Communications 24(4), 343--345, IOS Press, 2011
On Satisficing Planning with Admissible Heuristics
Roei Bahumi, Carmel Domshlak, Michael Katz
HDIP 2011 3rd Workshop on Heuristics for Domain-independent Planning, pp. 37
Roei Bahumi, Carmel Domshlak, Michael Katz
HDIP 2011 3rd Workshop on Heuristics for Domain-independent Planning, pp. 37
Schema Covering: Problem, Modeling, Analysis, and Applications
Avigdor Gal, Michael Katz, Tomer Sagi
2011
Avigdor Gal, Michael Katz, Tomer Sagi
2011
When Optimal Is Just Not Good Enough: Learning Fast Informative Action Cost Partitionings.
Erez Karpas, Michael Katz, Shaul Markovitch
ICAPS, 2011
Erez Karpas, Michael Katz, Shaul Markovitch
ICAPS, 2011
2010
Implicit abstraction heuristics
Michael Katz, Carmel Domshlak
Journal of Artificial Intelligence Research39, 51--126, 2010
Michael Katz, Carmel Domshlak
Journal of Artificial Intelligence Research39, 51--126, 2010
When Abstractions Met Landmarks.
Carmel Domshlak, Michael Katz, Sagi Lefler
ICAPS, pp. 50--56, 2010
Carmel Domshlak, Michael Katz, Sagi Lefler
ICAPS, pp. 50--56, 2010
Optimal admissible composition of abstraction heuristics
Michael Katz, Carmel Domshlak
Artificial Intelligence 174(12-13), 767--798, Elsevier, 2010
Michael Katz, Carmel Domshlak
Artificial Intelligence 174(12-13), 767--798, Elsevier, 2010
2009
Abstractions+= Landmarks
Carmel Domshlak, Michael Katz, Sagi Lefler
2nd Workshop on Heuristics for Domain-independent Planning, 2009
Carmel Domshlak, Michael Katz, Sagi Lefler
2nd Workshop on Heuristics for Domain-independent Planning, 2009
2008
New Islands of Tractability of Cost-Optimal Planning
Michael Katz, Carmel Domshlak
Journal of Artificial Intelligence Research 32(1), 203--288, AI Access Foundation, 2008
Michael Katz, Carmel Domshlak
Journal of Artificial Intelligence Research 32(1), 203--288, AI Access Foundation, 2008
Optimal Additive Composition of Abstraction-based Admissible Heuristics.
Michael Katz, Carmel Domshlak
ICAPS, pp. 174--181, 2008
Michael Katz, Carmel Domshlak
ICAPS, pp. 174--181, 2008
Structural Patterns Heuristics via Fork Decomposition.
Michael Katz, Carmel Domshlak
ICAPS, pp. 182--189, 2008
Michael Katz, Carmel Domshlak
ICAPS, pp. 182--189, 2008
2007
Towards Structural-Patterns Admissible Heuristics
Michael Katz
2007
Michael Katz
2007
Structural Patterns of Tractable Sequentially-Optimal Planning.
Michael Katz, Carmel Domshlak
ICAPS, pp. 200--207, 2007
Michael Katz, Carmel Domshlak
ICAPS, pp. 200--207, 2007
Structural patterns heuristics: Basic idea and concrete instance
Michael Katz, Carmel Domshlak
Proceedings of ICAPS-07 Workshop on Heuristics for Domain-independent Planning: Progress, Ideas, Limitations, Challenges, 2007
Michael Katz, Carmel Domshlak
Proceedings of ICAPS-07 Workshop on Heuristics for Domain-independent Planning: Progress, Ideas, Limitations, Challenges, 2007
Year Unknown
Deep Learning for Cost-Optimal Planning: Task-Dependent Planner Selection
Silvan Sievers, Michael Katz, Shirin Sohrabi, Horst Samulowitz, Patrick Ferber
0
Silvan Sievers, Michael Katz, Shirin Sohrabi, Horst Samulowitz, Patrick Ferber
0
Deep Learning for Cost-Optimal Planning: Task-Dependent Planner Selection
Silvan Sievers, Michael Katz, Shirin Sohrabi, Horst Samulowitz, Patrick Ferber
0
Silvan Sievers, Michael Katz, Shirin Sohrabi, Horst Samulowitz, Patrick Ferber
0