Abstract: We propose a novel approach to multi-robot collaboration that harnesses the power of pre-trained large language models (LLMs) for both high-level communication and low-level path planning.

For decades, robots have excelled in structured settings like assembly lines, where tasks are predictable and tightly scripted. “The emergence of vision-language-action (VLA) models for physical ...