Efficient Solution and Learning of Robust Factored MDPs

Yannik Schnitzer, Alessandro Abate, David Parker

Robust Markov decision processes (r-MDPs) extend MDPs by explicitly modelling epistemic uncertainty about transition dynamics. Learning r-MDPs from interactions with an unknown env…