The proposed VLM-based human-guided mobile robot navigation approach aims to enable humans to use natural language instructions to guide the industrial robot to perform manufacturing tasks in an ...

A new academic review highlights how Markov Decision Process (MDP) frameworks, including POMDPs and Dec-POMDPs, are evolving to improve mobile robot navigation under uncertainty. The study examines ...