J. P. Bandera

Priority-Driven Hierarchical Multi-Agent Systems with Fine-Tuned LLMs

A hierarchical multi-agent architecture for robot deliberation is proposed that addresses challenges by combining LLM-based planning with structured execution mechanisms within the ROS 2 ecosystem and enhances both the determinism and responsiveness of the system while mitigating error propagation across agent interact...