Kosei Demura

A reasoning-LLM-based high-level planning framework for robotic shelf-stocking and disposal tasks

Labor shortages in the retail industry, particularly in convenience stores, pose serious challenges for shelf-related tasks such as stocking and disposal. This paper formulates shelf-stocking and disposal as a partially observed sequential decision-making problem in which a robot...