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Model-free Reinforcement Learning for Content Caching at the Wireless Edge via Restless Bandits


Feb 26, 2022
Guojun Xiong, Shufan Wang, Jian Li, Rahul Singh


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Reinforcement Learning for Finite-Horizon Restless Multi-Armed Multi-Action Bandits


Sep 20, 2021
Guojun Xiong, Jian Li, Rahul Singh


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Straggler-Resilient Distributed Machine Learning with Dynamic Backup Workers


Feb 11, 2021
Guojun Xiong, Gang Yan, Rahul Singh, Jian Li


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Learning Augmented Index Policy for Optimal Service Placement at the Network Edge


Jan 14, 2021
Guojun Xiong, Rahul Singh, Jian Li


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