Michael Katz 0001

61 publications

8 venues

H Index 19

Affiliation

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

Links

Name Venue Year citations
On K* Search for Top-K Planning. SOCS 2023 0
K∗ and Partial Order Reduction for Top-Quality Planning. SOCS 2023 0
Generating SAS+ Planning Tasks of Specified Causal Structure. SOCS 2023 0
On Partial Satisfaction Planning with Total-Order HTNs. ICAPS 2023 0
K∗ Search over Orbit Space for Top-k Planning. IJCAI 2023 0
Action Space Reduction for Planning Domains. IJCAI 2023 0
PARIS: Planning Algorithms for Reconfiguring Independent Sets. ECAI 2023 0
A* Search and Bound-Sensitive Heuristics for Oversubscription Planning. AAAI 2022 3
A Conflict-Driven Interface Between Symbolic Planning and Nonlinear Constraint Solving. IEEE Robotics and Automation Letters 2022 2
On Producing Shortest Cost-Optimal Plans. SOCS 2022 0
How to Reduce Action Space for Planning Domains? (Student Abstract). AAAI 2022 0
Conflict-Directed Diverse Planning for Logic-Geometric Programming. ICAPS 2022 3
Bounding Quality in Diverse Planning. AAAI 2022 2
Who Needs These Operators Anyway: Top Quality Planning with Operator Subset Criteria. ICAPS 2022 2
Reinforcement Learning for Classical Planning: Viewing Heuristics as Dense Reward Generators. ICAPS 2022 0
IBM Scenario Planning Advisor: A Neuro-Symbolic ERM Solution. AAAI 2021 3
Custom-Design of FDR Encodings: The Case of Red-Black Planning. IJCAI 2021 0
The Fewer the Merrier: Pruning Preferred Operators with Novelty. IJCAI 2021 1
Symbolic Search for Oversubscription Planning. AAAI 2021 2
Efficient Black-Box Planning Using Macro-Actions with Focused Effects. IJCAI 2021 0
Reshaping Diverse Planning. AAAI 2020 23
Exploring Context-Free Languages via Planning: The Case for Automating Machine Learning. ICAPS 2020 12
Causal Knowledge Extraction through Large-Scale Text Mining. AAAI 2020 6
Top-Quality Planning: Finding Practically Useful Sets of Best Plans. AAAI 2020 23
Online Planner Selection with Graph Neural Networks and Adaptive Scheduling. AAAI 2020 0
Answering Binary Causal Questions Through Large-Scale Text Mining: An Evaluation Using Cause-Effect Pairs from Human Experts. IJCAI 2019 30
Oversubscription Planning as Classical Planning with Multiple Cost Functions. ICAPS 2019 9
Red-Black Heuristics for Planning Tasks with Conditional Effects. AAAI 2019 2
Theoretical Foundations for Structural Symmetries of Lifted PDDL Tasks. ICAPS 2019 17
Deep Learning for Cost-Optimal Planning: Task-Dependent Planner Selection. AAAI 2019 35
A Novel Iterative Approach to Top-k Planning. ICAPS 2018 47
Symmetry-Based Task Reduction for Relaxed Reachability Analysis. ICAPS 2018 16
An AI Planning Solution to Scenario Generation for Enterprise Risk Management. AAAI 2018 30
Semi-Black Box: Rapid Development of Planning Based Solutions. AAAI 2018 1
IBM Scenario Planning Advisor: Plan Recognition as AI Planning in Practice. IJCAI 2018 17
Adapting Novelty to Classical Planning as Heuristic Search. ICAPS 2017 26
Strengthening Canonical Pattern Databases with Structural Symmetries. SOCS 2017 5
Stubborn Sets for Fully Observable Nondeterministic Planning. ICAPS 2017 7
Structural Symmetries for Fully Observable Nondeterministic Planning. IJCAI 2016 8
In Search of Tractability for Partial Satisfaction Planning. IJCAI 2016 6
Red-black planning: A new systematic approach to partial delete relaxation. Artificial Intelligence 2015 82
Heuristics and Symmetries in Classical Planning. AAAI 2015 50
Factored Symmetries for Merge-and-Shrink Abstractions. AAAI 2015 25
Integrating Partial Order Reduction and Symmetry Elimination for Cost-Optimal Classical Planning. IJCAI 2015 16
Red-Black Relaxed Plan Heuristics Reloaded. SOCS 2013 18
Who Said We Need to Relax All Variables? ICAPS 2013 36
Symmetry Breaking: Satisficing Planning and Landmark Heuristics. ICAPS 2013 26
Red-Black Relaxed Plan Heuristics. AAAI 2013 28
Structural Patterns Beyond Forks: Extending the Complexity Boundaries of Classical Planning. AAAI 2012 20
Enhanced Symmetry Breaking in Cost-Optimal Planning as Forward Search. ICAPS 2012 61
How to Relax a Bisimulation? ICAPS 2012 16
Landmark-enhanced abstraction heuristics. Artificial Intelligence 2012 14
When Optimal Is Just Not Good Enough: Learning Fast Informative Action Cost Partitionings. ICAPS 2011 10
When Abstractions Met Landmarks. ICAPS 2010 18
Implicit Abstraction Heuristics. JAIR 2010 0
Optimal admissible composition of abstraction heuristics. Artificial Intelligence 2010 71
Structural-Pattern Databases. ICAPS 2009 16
Structural Patterns Heuristics via Fork Decomposition. ICAPS 2008 58
New Islands of Tractability of Cost-Optimal Planning. JAIR 2008 1
Optimal Additive Composition of Abstraction-based Admissible Heuristics. ICAPS 2008 71
Structural Patterns of Tractable Sequentially-Optimal Planning. ICAPS 2007 20
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