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Finite Regret and Cycles with Fixed Step-Size via Alternating Gradient Descent-Ascent
Gradient descent is arguably one of the most popular online optimization...
07/09/2019 ∙ by James P. Bailey, et al. ∙
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Fast and Furious Learning in Zero-Sum Games: Vanishing Regret with Non-Vanishing Step Sizes
We show for the first time, to our knowledge, that it is possible to rec...
05/11/2019 ∙ by James P. Bailey, et al. ∙
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Multi-Agent Learning in Network Zero-Sum Games is a Hamiltonian System
Zero-sum games are natural, if informal, analogues of closed physical sy...
03/05/2019 ∙ by James P. Bailey, et al. ∙
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