3 citations · 8 across the 7 of their papers we have counts for
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cs.LG2019★ 3 cited
Pricing Mechanism for Resource Sustainability in Competitive Online Learning Multi-Agent Systems
Ezra Tampubolon, Holger Boche
In this paper, we consider the problem of resource congestion control for competing online learning agents. On the basis of non-cooperative game as the model for the interaction be…
math.OC2019★ 2 cited
Robust Online Learning for Resource Allocation -- Beyond Euclidean Projection and Dynamic Fit
Ezra Tampubolon, Holger Boche
Online-learning literature has focused on designing algorithms that ensure sub-linear growth of the cumulative long-term constraint violations. The drawback of this guarantee is th…
cs.GT2019★ 1 cited
Semi-Decentralized Coordinated Online Learning for Continuous Games with Coupled Constraints via Augmented Lagrangian
Ezra Tampubolon, Holger Boche
We consider a class of concave continuous games in which the corresponding admissible strategy profile of each player underlies affine coupling constraints. We propose a novel algo…