When to Commit and When to Defer: Maturing Markov Decision Processes under Refining Information and Expiring Opportunities

Jiaxi Liu, Aiping Yang, Yuhang Yang +4

Sequential decisions often become better informed as action opportunities expire. We introduce Maturing Markov Decision Processes (MMDPs), a structured subclass of augmented finite…