Design and Evaluation of LLM Chaining-Based Task Planning for General Purpose Service Robots

Lucas Da Mota Bruno, Jiahao Sim, Yoshinobu Hagiwara

General Purpose Service Robot (GPSR) tasks, as defined in the RoboCup@Home benchmark, require robots to interpret diverse natural language commands and generate multi-step action s…