Sparse tree search optimality guarantees in POMDPs with continuous observation spaces

Michael H. Lim, Claire J. Tomlin, Zachary N. Sunberg

Partially observable Markov decision processes (POMDPs) with continuous state and observation spaces have powerful flexibility for representing real-world decision and control prob…