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A New Look at Dynamic Regret for Non-Stationary Stochastic Bandits


Jan 17, 2022
Yasin Abbasi-Yadkori, Andras Gyorgy, Nevena Lazic


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Learning to Minimize Age of Information over an Unreliable Channel with Energy Harvesting


Jun 30, 2021
Elif Tugce Ceran, Deniz Gunduz, Andras Gyorgy

* arXiv admin note: substantial text overlap with arXiv:1902.09467 

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On Multi-objective Policy Optimization as a Tool for Reinforcement Learning


Jun 15, 2021
Abbas Abdolmaleki, Sandy H. Huang, Giulia Vezzani, Bobak Shahriari, Jost Tobias Springenberg, Shruti Mishra, Dhruva TB, Arunkumar Byravan, Konstantinos Bousmalis, Andras Gyorgy, Csaba Szepesvari, Raia Hadsell, Nicolas Heess, Martin Riedmiller


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Defending Against Image Corruptions Through Adversarial Augmentations


Apr 20, 2021
Dan A. Calian, Florian Stimberg, Olivia Wiles, Sylvestre-Alvise Rebuffi, Andras Gyorgy, Timothy Mann, Sven Gowal


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A Reinforcement Learning Approach to Age of Information in Multi-User Networks with HARQ


Feb 19, 2021
Elif Tugce Ceran, Deniz Gunduz, Andras Gyorgy


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Perceptually Constrained Adversarial Attacks


Feb 14, 2021
Muhammad Zaid Hameed, Andras Gyorgy


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Non-Stationary Bandits with Intermediate Observations


Jun 03, 2020
Claire Vernade, Andras Gyorgy, Timothy Mann

* 18 pages, 17 figures, ICML 2020 

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Communication without Interception: Defense against Deep-Learning-based Modulation Detection


Feb 27, 2019
Muhammad Zaid Hameed, Andras Gyorgy, Deniz Gunduz


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Learning from Delayed Outcomes with Intermediate Observations


Jul 24, 2018
Timothy A. Mann, Sven Gowal, Ray Jiang, Huiyi Hu, Balaji Lakshminarayanan, Andras Gyorgy


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