An MILP-Based Solution Scheme for Factored and Robust Factored Markov Decision Processes

Huikang Liu, Wolfram Wiesemann, Man-Chung Yue

Factored Markov decision processes (MDPs) are a prominent paradigm within the artificial intelligence community for modeling and solving large-scale MDPs whose rewards and dynamics…