Robust Policy Synthesis for Uncertain POMDPs via Convex Optimization

Marnix Suilen, Nils Jansen, Murat Cubuktepe +1

We study the problem of policy synthesis for uncertain partially observable Markov decision processes (uPOMDPs). The transition probability function of uPOMDPs is only known to bel…