2 papers
cs.AI2024
Reasoning, Memorization, and Fine-Tuning Language Models for Non-Cooperative Games
Yunhao Yang, Leonard Berthellemy, Ufuk Topcu
We develop a method that integrates the tree of thoughts and multi-agent framework to enhance the capability of pre-trained language models in solving complex, unfamiliar games. Th…
cs.AI2024
Joint Verification and Refinement of Language Models for Safety-Constrained Planning
Yunhao Yang, Neel P. Bhatt, William Ward +3
Large language models possess impressive capabilities in generating programs (e.g., Python) from natural language descriptions to execute robotic tasks. However, these generated pr…