Do LLMs Build World Representations? Probing Through the Lens of State Abstraction

Do LLMs Build World Representations? Probing Through the Lens of State Abstraction

Z. Li, Y. Cao, and J. C.K. Cheung. Conference on Neural Information Processing Systems (NeurIPS), 2024

Leveraging Environment Interaction for Automated PDDL Generation and Planning with Large Language Models

S. Mahdavi, R. Aoki, K. Tang, and Y. Cao. Conference on Neural Information Processing System (NeurIPS), 2024