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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24 results for Junkyu Lee

A New Bounding Scheme for Influence Diagrams
- - Radu Marinescu
  - Junkyu Lee
  - et al.
- 2021
- AAAI 2021
Submodel Decomposition Bounds for Influence Diagrams
- - Junkyu Lee
  - Radu Marinescu
  - et al.
- 2021
- AAAI 2021
Credal Marginal MAP
- - Radu Marinescu
  - Debarun Bhattacharjya
  - et al.
- 2023
- NeurIPS 2023
Anytime best+depth-first search for bounding marginal MAP
- - Radu Marinescu
  - Junkyu Lee
  - et al.
- 2017
- AAAI 2017
From exact to anytime solutions for marginal MAP
- - Junkyu Lee
  - Radu Marinescu
  - et al.
- 2016
- AAAI 2016
Hierarchical Reinforcement Learning with AI Planning Models
- - Junkyu Lee
  - Michael Katz
  - et al.
- 2023
- NeurIPS 2023
Partially Observable Hierarchical Reinforcement Learning with AI Planning
- - Brandon Rozek
  - Junkyu Lee
  - et al.
- 2024
- AAAI 2024
Large Language Models as Planning Domain Generators (Student Abstract)
- - James Oswald
  - Kavitha Srinivas
  - et al.
- 2024
- AAAI 2024
Abductive Reasoning in Logical Credal Networks
- - Radu Marinescu
  - Junkyu Lee
  - et al.
- 2024
- NeurIPS 2024
Some Orders Are Important: Partially Preserving Orders in Top-Quality Planning
- - Michael Katz
  - Junkyu Lee
  - et al.
- 2024
- SoCS 2024