Olivier Spanjaard

Functional Reward Markov Decision Processes: Theory and Applications

2017 · International Journal of Artificial Intelligence Tools

Markov decision processes (MDP) have become one of the standard models for decisiontheoretic planning problems under uncertainty. In its standard form, rewards are assumed to be numerical additive scalars. In this paper, we propose a …