Online Planning of Uncertain MDPs under Temporal Tasks and Safe-Return Constraints

Yuyang Zhang, Meng Guo

This paper addresses the online motion planning problem of mobile robots under complex high-level tasks. The robot motion is modeled as an uncertain Markov Decision Process (MDP) d…