Partially Observable Markov Decision Process - What is a partially observable Markov decision process?

A mathematical model known as a Partially Observable Markov Decision Process (POMDP) integrates a normal Markov Decision Process (MDP) for system dynamics modeling with a hidden Markov model (HMM) for probabilistically connecting observable and unobservable system states.