A Framework for Agents Guiding Foundation Models through Knowledge and Reasoning
- Debarun Bhattacharjya
- Junkyu Lee
- et al.
- 2024
- IJCAI 2024
Bio
I am interested in designing algorithms for solving large-scale sequential decision-making problems. My research focuses on inference and learning algorithms in graphical models, AI planning, and reinforcement learning.
Publications
Some Orders Are Important: Partially Preserving Orders in Top-Quality Planning
- Michael Katz
- Junkyu Lee
- et al.
- 2024
- SoCS 2024
Large Language Models as Planning Domain Generators
- James Oswald
- Kavitha Srinivas
- et al.
- 2024
- ICAPS 2024
Unifying and Certifying Top-Quality Planning
- Michael Katz
- Junkyu Lee
- et al.
- 2024
- ICAPS 2024
A Human-in-the-loop API Sequencing Tool Powered by AI Planning
- Jung koo Kang
- Tathagata Chakraborti
- et al.
- 2024
- ICAPS 2024
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
Hierarchical Reinforcement Learning with AI Planning Models
- Junkyu Lee
- Michael Katz
- et al.
- 2023
- NeurIPS 2023
Credal Marginal MAP
- Radu Marinescu
- Debarun Bhattacharjya
- et al.
- 2023
- NeurIPS 2023
K∗ Search Over Orbit Space for Top-k Planning
- 2023
- IJCAI 2023
Projects
Top collaborators
MK
Michael Katz
Principal Research Staff Member
SS
Shirin Sohrabi
Principal Research Scientist, Research Manager
HK
Harsha Kokel
Research Scientist
JK
Jungkoo Kang
Research Software Engineer