64 citations · 88 across the 11 of their papers we have counts for
Showing 2014 · math.OCShow all
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math.OC2014
Weighted Difference Approximation of Value Functions for Slow-Discounting Markov Decision Processes
Yin-Lam Chow, Junjie Qin
Processes (MDPs) often require frequent decision making, that is, taking an action every microsecond, second, or minute. Infinite horizon discount reward formulation is still relev…
math.OC2014★ 1 cited
Distributed Online Modified Greedy Algorithm for Networked Storage Operation under Uncertainty
Junjie Qin, Yinlam Chow, Jiyan Yang +1
The integration of intermittent and stochastic renewable energy resources requires increased flexibility in the operation of the electric grid. Storage, broadly speaking, provides…
math.OC2014★ 64 cited
Online Modified Greedy Algorithm for Storage Control under Uncertainty
Junjie Qin, Yinlam Chow, Jiyan Yang +1
This paper studies the general problem of operating energy storage under uncertainty. Two fundamental sources of uncertainty are considered, namely the uncertainty in the unexpecte…