Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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73 results for Michael Katz

Delfi: Online Planner Selection for Cost-Optimal Planning
- - Michael Katz
  - Shirin Sohrabi
  - et al.
- 2018
- ICAPS 2018
Planning with Language Models Through The Lens of Efficiency
- - Michael Katz
  - Harsha Kokel
  - et al.
- 2024
- ICAPS 2024
Generalized Planning in PDDL Domains with Pretrained Large Language Models
- - Tom Silver
  - Soham Dan
  - et al.
- 2023
- IJCAI 2023
Optimistic Exploration in Reinforcement Learning Using Symbolic Model Estimates
- - Sarath Sreedharan
  - Michael Katz
- 2023
- IJCAI 2023
Learning Parameterized Policies for Planning Annotated RL
- - Harsha Kokel
  - Junkyu Lee
  - et al.
- 2023
- IJCAI 2023
Towards More Likely Models for AI Planning
- - Turguy Caglar
  - Sirine Belhaj
  - et al.
- 2023
- IJCAI 2023
Democratizing Usage of Planning Systems by Facilitating Research in Algorithm Selection for Planning
- - Michael Katz
  - Silvan Sievers
- 2019
- ICAPS 2019
Structural Symmetries of the Lifted Representation of Classical Planning Tasks
- - Silvan Sievers
  - Gabriele Roeger
  - et al.
- 2017
- ICAPS 2017
Lifting Delete Relaxation Heuristics To Successor Generator Planning
- - Michael Katz
  - Dany Moshkovich
  - et al.
- 2016
- ICAPS 2016
Bridging the Gap Between AI Planning and Reinforcement Learning (PRL @ IJCAI 2023)
- - Cameron Allen
  - Timo Gros
  - et al.
- 2023
- IJCAI 2023