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…