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Reinforcement Learning for Caching with Space-Time Popularity Dynamics

Reinforcement Learning for Caching with Space-Time Popularity Dynamics

A. Sadeghi
G. Giannakis
Gang Wang
Fatemeh Sheikholeslami
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Papers citing "Reinforcement Learning for Caching with Space-Time Popularity Dynamics"

11 / 11 papers shown
Title
CFR-RL: Traffic Engineering with Reinforcement Learning in SDN
CFR-RL: Traffic Engineering with Reinforcement Learning in SDN
Member Ieee Junjie Zhang
Minghao Ye
Senior Member Ieee Zehua Guo
Chen-Yu Yen
F. I. H. Jonathan Chao
32
138
0
24 Apr 2020
Optimization for deep learning: theory and algorithms
Optimization for deep learning: theory and algorithms
Ruoyu Sun
ODL
124
169
0
19 Dec 2019
Finite-Sample Analysis of Decentralized Temporal-Difference Learning with Linear Function Approximation
Finite-Sample Analysis of Decentralized Temporal-Difference Learning with Linear Function Approximation
Jun Sun
Gang Wang
G. Giannakis
Qinmin Yang
Zaiyue Yang
OffRL
74
20
0
03 Nov 2019
A Multistep Lyapunov Approach for Finite-Time Analysis of Biased Stochastic Approximation
A Multistep Lyapunov Approach for Finite-Time Analysis of Biased Stochastic Approximation
Gang Wang
Bingcong Li
G. Giannakis
85
28
0
10 Sep 2019
A View on Deep Reinforcement Learning in System Optimization
A View on Deep Reinforcement Learning in System Optimization
Ameer Haj-Ali
Nesreen Ahmed
Theodore L. Willke
Joseph E. Gonzalez
Krste Asanović
Ion Stoica
OffRL
28
8
0
04 Aug 2019
Distributed Edge Caching via Reinforcement Learning in Fog Radio Access Networks
Distributed Edge Caching via Reinforcement Learning in Fog Radio Access Networks
Liuyang Lu
Yanxiang Jiang
M. Bennis
Z. Ding
F. Zheng
X. You
46
27
0
27 Feb 2019
Reinforcement Learning for Adaptive Caching with Dynamic Storage Pricing
Reinforcement Learning for Adaptive Caching with Dynamic Storage Pricing
A. Sadeghi
Fatemeh Sheikholeslami
A. Marques
G. Giannakis
41
53
0
17 Dec 2018
Real-time Power System State Estimation and Forecasting via Deep Neural Networks
Real-time Power System State Estimation and Forecasting via Deep Neural Networks
Liang Zhang
G. Wang
G. Giannakis
AI4TS
75
186
0
15 Nov 2018
In-Edge AI: Intelligentizing Mobile Edge Computing, Caching and Communication by Federated Learning
In-Edge AI: Intelligentizing Mobile Edge Computing, Caching and Communication by Federated Learning
Xiaofei Wang
Yiwen Han
Chenyang Wang
Qiyang Zhao
Xu Chen
Min Chen
46
804
0
19 Sep 2018
Learning ReLU Networks on Linearly Separable Data: Algorithm, Optimality, and Generalization
Learning ReLU Networks on Linearly Separable Data: Algorithm, Optimality, and Generalization
G. Wang
G. Giannakis
Jie Chen
MLT
62
131
0
14 Aug 2018
Context-Aware Proactive Content Caching with Service Differentiation in Wireless Networks
Context-Aware Proactive Content Caching with Service Differentiation in Wireless Networks
Sabrina Müller
Onur Atan
Mihaela van der Schaar
A. Klein
47
251
0
14 Jun 2016