Multi-Tool Selection for Robotic Systems: Comparing Semantic Retrieval and LLM

Miguel Sousa, Luis Ramos Pinto, João P. Matos-Carvalho

Natural-language interfaces allow users to command robotic systems without interacting directly with mission planners or robotics middleware. Their reliable use depends on robot to…