AI RESEARCH

COMPASS: Benchmarking Constrained Optimization in LLM Agents

arXiv CS.LG

ArXi:2510.07043v2 Announce Type: replace Human decision-making often involves constrained optimization. As LLM agents are deployed to assist with real-world tasks like travel planning, shopping, and scheduling, they must mirror this capability. We