Model checking of POMDPs
Supervisor
Suitable for
Abstract
Formal verification techniques have recently been developed for probabilistic models with partial observability, notably partially
observable Markov decision processes (POMDPs), and implemented in software tools such as PRISM. This project will investigate
extensions of these techniques, including for example the applicability of sampling based solution methods, adaptation to
more expressive temporal logics or extension to partially observable stochastic games.