Michael Katz 0001

44 publications

6 venues

H Index 18


IBM Thomas J. Watson Research Center, Yorktown Heights, NY, USA
IBM Watson Health, Haifa, Israel
Saarland University, Department of Computer Science, Saarbr cken, Germany
Technion - Israel Institute of Technology, Faculty of Industrial Engineering & Management, Haifa, Israel


Name Venue Year citations
The Fewer the Merrier: Pruning Preferred Operators with Novelty. IJCAI 2021 0
Custom-Design of FDR Encodings: The Case of Red-Black Planning. IJCAI 2021 0
IBM Scenario Planning Advisor: A Neuro-Symbolic ERM Solution. AAAI 2021 1
Online Planner Selection with Graph Neural Networks and Adaptive Scheduling. AAAI 2020 14
Exploring Context-Free Languages via Planning: The Case for Automating Machine Learning. ICAPS 2020 7
Reshaping Diverse Planning. AAAI 2020 14
Causal Knowledge Extraction through Large-Scale Text Mining. AAAI 2020 5
Top-Quality Planning: Finding Practically Useful Sets of Best Plans. AAAI 2020 15
Red-Black Heuristics for Planning Tasks with Conditional Effects. AAAI 2019 2
Oversubscription Planning as Classical Planning with Multiple Cost Functions. ICAPS 2019 7
Theoretical Foundations for Structural Symmetries of Lifted PDDL Tasks. ICAPS 2019 11
Deep Learning for Cost-Optimal Planning: Task-Dependent Planner Selection. AAAI 2019 30
Answering Binary Causal Questions Through Large-Scale Text Mining: An Evaluation Using Cause-Effect Pairs from Human Experts. IJCAI 2019 23
Symmetry-Based Task Reduction for Relaxed Reachability Analysis. ICAPS 2018 11
IBM Scenario Planning Advisor: Plan Recognition as AI Planning in Practice. IJCAI 2018 11
An AI Planning Solution to Scenario Generation for Enterprise Risk Management. AAAI 2018 28
A Novel Iterative Approach to Top-k Planning. ICAPS 2018 38
Semi-Black Box: Rapid Development of Planning Based Solutions. AAAI 2018 0
Stubborn Sets for Fully Observable Nondeterministic Planning. ICAPS 2017 5
Adapting Novelty to Classical Planning as Heuristic Search. ICAPS 2017 21
Strengthening Canonical Pattern Databases with Structural Symmetries. SOCS 2017 4
Structural Symmetries for Fully Observable Nondeterministic Planning. IJCAI 2016 3
In Search of Tractability for Partial Satisfaction Planning. IJCAI 2016 6
Heuristics and Symmetries in Classical Planning. AAAI 2015 42
Red-black planning: A new systematic approach to partial delete relaxation. Artificial Intelligence 2015 75
Factored Symmetries for Merge-and-Shrink Abstractions. AAAI 2015 23
Integrating Partial Order Reduction and Symmetry Elimination for Cost-Optimal Classical Planning. IJCAI 2015 13
Red-Black Relaxed Plan Heuristics Reloaded. SOCS 2013 18
Symmetry Breaking: Satisficing Planning and Landmark Heuristics. ICAPS 2013 23
Who Said We Need to Relax All Variables? ICAPS 2013 36
Red-Black Relaxed Plan Heuristics. AAAI 2013 28
Structural Patterns Beyond Forks: Extending the Complexity Boundaries of Classical Planning. AAAI 2012 18
Landmark-enhanced abstraction heuristics. Artificial Intelligence 2012 14
Enhanced Symmetry Breaking in Cost-Optimal Planning as Forward Search. ICAPS 2012 55
How to Relax a Bisimulation? ICAPS 2012 15
When Optimal Is Just Not Good Enough: Learning Fast Informative Action Cost Partitionings. ICAPS 2011 10
Optimal admissible composition of abstraction heuristics. Artificial Intelligence 2010 64
Implicit Abstraction Heuristics. JAIR 2010 0
When Abstractions Met Landmarks. ICAPS 2010 18
Structural-Pattern Databases. ICAPS 2009 16
New Islands of Tractability of Cost-Optimal Planning. JAIR 2008 40
Structural Patterns Heuristics via Fork Decomposition. ICAPS 2008 55
Optimal Additive Composition of Abstraction-based Admissible Heuristics. ICAPS 2008 66
Structural Patterns of Tractable Sequentially-Optimal Planning. ICAPS 2007 21
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