68 citations · 185 across the 18 of their papers we have counts for
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math.OC2020★ 1 cited
Analysis of Q-learning with Adaptation and Momentum Restart for Gradient Descent
Bowen Weng, Huaqing Xiong, Yingbin Liang +1
Existing convergence analyses of Q-learning mostly focus on the vanilla stochastic gradient descent (SGD) type of updates. Despite the Adaptive Moment Estimation (Adam) has been co…
math.OC2017★ 1 cited
Online Ranking with Constraints: A Primal-Dual Algorithm and Applications to Web Traffic-Shaping
Parikshit Shah, Akshay Soni, Troy Chevalier
We study the online constrained ranking problem motivated by an application to web-traffic shaping: an online stream of sessions arrive in which, within each session, we are asked…