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math.OC2024
Opportunistic Learning for Markov Decision Systems with Application to Smart Robots
Michael J. Neely
This paper presents an online method that learns optimal decisions for a discrete time Markov decision problem with an opportunistic structure. The state at time is a pair $(S(…
math.OC2024
Adaptive Optimization for Stochastic Renewal Systems
Michael J. Neely
This paper considers online optimization for a system that performs a sequence of back-to-back tasks. Each task can be processed in one of multiple processing modes that affect the…