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20152020
most citedA Modular Analysis of Adaptive (Non-)Convex Optimization: Optimism, Composite Objectives, and Variational Bounds

7 citations · 12 across the 2 of their papers we have counts for

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Showing 2020Show all

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cs.LG2020

Adapting to Delays and Data in Adversarial Multi-Armed Bandits

András György, Pooria Joulani

We consider the adversarial multi-armed bandit problem under delayed feedback. We analyze variants of the Exp3 algorithm that tune their step-size using only information (about the…

cs.LG2020

Adaptive Approximate Policy Iteration

Botao Hao, Nevena Lazic, Yasin Abbasi-Yadkori +2

Model-free reinforcement learning algorithms combined with value function approximation have recently achieved impressive performance in a variety of application domains. However,…