2 papers
cs.LG2025
BoxingGym: Benchmarking Progress in Automated Experimental Design and Model Discovery
Kanishk Gandhi, Michael Y. Li, Lyle Goodyear +5
Understanding the world and explaining it with scientific theories is a central aspiration of artificial intelligence research. Proposing theories, designing experiments to test th…
cs.AI2025
The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games
Lyle Goodyear, Rachel Guo, Ramesh Johari
Large Language Models (LLMs) have shown promise as decision-makers in dynamic settings, but their stateless nature necessitates creating a natural language representation of histor…