Anand Gokhale

Structured LLM Reasoning for Zero-Shot Human--Robot Coordination Under Hidden Goals

The results suggest that systematically decomposing the team decision problem, using LLMs as tractable surrogates for otherwise intractable inference and planning computations, and retaining conventional verification for physical feasibility can improve both task coordination and the human experience.