Bounded Policy Synthesis for POMDPs with Safe-Reachability Objectives

Yue Wang, Swarat Chaudhuri, Lydia E. Kavraki

Planning robust executions under uncertainty is a fundamental challenge for building autonomous robots. Partially Observable Markov Decision Processes (POMDPs) provide a standard f…