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Michael Katz

30 papers · 2015–2026 · 3 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (10) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (36) 🌈 Renaissance Researcher (8) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (4) 🌍 Conference Polyglot (3) 🀝 Dynamic Duo (15) πŸ”¬ Deep Specialist (24) 🧬 Topic Evolution πŸ† Keyword Champion (7) ❓ The Questioner (2) πŸ—ƒοΈ Keyword Collector (112) ⚑ Prolific Year (6) πŸ”₯ Unstoppable (8) πŸ’Ž Century Club (29) πŸš€ Conference Pioneer

Conferences

AAAI (18) IJCAI (10) NIPS (2)

Top co-authors

Shirin Sohrabi (16) Kavitha Srinivas (10) Harsha Kokel (8) Junkyu Lee (5) Octavian Udrea (4) Oktie Hassanzadeh (3) Martin Wehrle (2) Debarun Bhattacharjya (2) Mark Feblowitz (2) Patrick Ferber (2)

Keywords

automated planning (9) classical planning (7) heuristic search (6) large language model (6) diverse planning (3) reinforcement learning (3) ai planning (3) plan quality (3) planning domain (3) top-k planning (2) planner selection (2) sample complexity (2) satisficing planning (2) scenario planning (2) a* search (2) red-black planning (2) search algorithm (2) cost-optimal planning (2) oversubscription planning (2) solution diversity (2)

Papers

QueryGym: Step-by-Step Interaction with Relational Databases AAAI 2026
Automating Thought of Search: A Journey Towards Soundness and Completeness (Student Abstract) AAAI 2025
ACPBench: Reasoning About Action, Change, and Planning AAAI 2025
Partially Observable Hierarchical Reinforcement Learning with AI Planning (Student Abstract) AAAI 2024
Thought of Search: Planning with Language Models Through The Lens of Efficiency NIPS 2024
Can LLMs Fix Issues with Reasoning Models? Towards More Likely Models for AI Planning AAAI 2024
Generalized Planning in PDDL Domains with Pretrained Large Language Models AAAI 2024
Large Language Models as Planning Domain Generators (Student Abstract) AAAI 2024
Interactive Plan Selection Using Linear Temporal Logic, Disjunctive Action Landmarks, and Natural Language Instruction AAAI 2024
Optimistic Exploration in Reinforcement Learning Using Symbolic Model Estimates NIPS 2023
Kβˆ— Search over Orbit Space for Top-k Planning IJCAI 2023
Action Space Reduction for Planning Domains IJCAI 2023
Bounding Quality in Diverse Planning AAAI 2022
How to Reduce Action Space for Planning Domains? (Student Abstract) AAAI 2022
A* Search and Bound-Sensitive Heuristics for Oversubscription Planning AAAI 2022
IBM Scenario Planning Advisor: A Neuro-Symbolic ERM Solution AAAI 2021
The Fewer the Merrier: Pruning Preferred Operators with Novelty IJCAI 2021
Efficient Black-Box Planning Using Macro-Actions with Focused Effects IJCAI 2021
Custom-Design of FDR Encodings: The Case of Red-Black Planning IJCAI 2021
Symbolic Search for Oversubscription Planning AAAI 2021
Online Planner Selection with Graph Neural Networks and Adaptive Scheduling AAAI 2020
Top-Quality Planning: Finding Practically Useful Sets of Best Plans AAAI 2020
Reshaping Diverse Planning AAAI 2020
Answering Binary Causal Questions Through Large-Scale Text Mining: An Evaluation Using Cause-Effect Pairs from Human Experts IJCAI 2019
Deep Learning for Cost-Optimal Planning: Task-Dependent Planner Selection AAAI 2019
Red-Black Heuristics for Planning Tasks with Conditional Effects AAAI 2019
IBM Scenario Planning Advisor: Plan Recognition as AI Planning in Practice IJCAI 2018
In Search of Tractability for Partial Satisfaction Planning IJCAI 2016
Structural Symmetries for Fully Observable Nondeterministic Planning IJCAI 2016
Integrating Partial Order Reduction and Symmetry Elimination for Cost-Optimal Classical Planning IJCAI 2015