Multi-armed Bandits with Application to 5G Small Cells

2 October 2015

Papers citing "Multi-armed Bandits with Application to 5G Small Cells"

23 / 23 papers shown

Title
Energy-Efficient Sleep Mode Optimization of 5G mmWave Networks Using Deep Contextual MAB Saad Masrur I. Güvenç David López-Pérez 23 1 0 15 May 2024
Maximal-Capacity Discrete Memoryless Channel Identification Maximilian Egger Rawad Bitar Antonia Wachter-Zeh Deniz Gündüz Nir Weinberger 13 0 0 18 Jan 2024
Federated Learning in UAV-Enhanced Networks: Joint Coverage and Convergence Time Optimization Mariam Yahya S. Maghsudi S. Stańczak 26 3 0 31 Aug 2023
Piecewise-Stationary Combinatorial Semi-Bandit with Causally Related Rewards Behzad Nourani-Koliji Steven Bilaj A. R. Balef S. Maghsudi 13 1 0 26 Jul 2023
Online Learning with Costly Features in Non-stationary Environments Saeed Ghoorchian E. Kortukov S. Maghsudi OffRL 46 1 0 18 Jul 2023
Non-stationary Delayed Combinatorial Semi-Bandit with Causally Related Rewards Saeed Ghoorchian S. Maghsudi 20 1 0 18 Jul 2023
Cooperative Thresholded Lasso for Sparse Linear Bandit Haniyeh Barghi Xiaotong Cheng S. Maghsudi 34 0 0 30 May 2023
Piecewise-Stationary Multi-Objective Multi-Armed Bandit with Application to Joint Communications and Sensing A. R. Balef S. Maghsudi 16 4 0 10 Feb 2023
Linear Combinatorial Semi-Bandit with Causally Related Rewards Behzad Nourani-Koliji Saeed Ghoorchian S. Maghsudi CML 11 4 0 25 Dec 2022
Bandit approach to conflict-free multi-agent Q-learning in view of photonic implementation Hiroaki Shinkawa N. Chauvet André Röhm Takatomo Mihana R. Horisaki G. Bachelier Makoto Naruse 16 0 0 20 Dec 2022
Distributed Task Management in Fog Computing: A Socially Concave Bandit Game Xiaotong Cheng S. Maghsudi 11 2 0 28 Mar 2022
Exploiting Side Information for Improved Online Learning Algorithms in Wireless Networks M. Hanawal S. Darak 9 0 0 16 Feb 2022
Bayesian Non-stationary Linear Bandits for Large-Scale Recommender Systems Saeed Ghoorchian E. Kortukov S. Maghsudi OffRL 38 0 0 07 Feb 2022
A Survey on Reinforcement Learning-Aided Caching in Mobile Edge Networks Nikolaos Nomikos Spyros Zoupanos Themistoklis Charalambous I. Krikidis Athina P. Petropulu 28 1 0 12 May 2021
Adversarial Linear Contextual Bandits with Graph-Structured Side Observations Lingda Wang Bingcong Li Huozhi Zhou G. Giannakis Lav Varshney Zhizhen Zhao 26 7 0 10 Dec 2020
Stochastic Bandits with Linear Constraints Aldo Pacchiano Mohammad Ghavamzadeh Peter L. Bartlett Heinrich Jiang 34 70 0 17 Jun 2020
Multi-Armed Bandit for Energy-Efficient and Delay-Sensitive Edge Computing in Dynamic Networks with Uncertainty Saeed Ghoorchian S. Maghsudi 6 32 0 12 Apr 2019
Efficient Change-Point Detection for Tackling Piecewise-Stationary Bandits Lilian Besson E. Kaufmann Odalric-Ambrym Maillard Julien Seznec 18 43 0 05 Feb 2019
Thirty Years of Machine Learning: The Road to Pareto-Optimal Wireless Networks Jingjing Wang Chunxiao Jiang Haijun Zhang Yong Ren Kwang-Cheng Chen L. Hanzo 4 38 0 24 Jan 2019
Courtesy as a Means to Coordinate Panayiotis Danassis Boi Faltings 22 1 0 22 Jan 2018
Context-Aware Proactive Content Caching with Service Differentiation in Wireless Networks Sabrina Müller Onur Atan Mihaela van der Schaar A. Klein 14 249 0 14 Jun 2016
Distributed Cell Association for Energy Harvesting IoT Devices in Dense Small Cell Networks: A Mean-Field Multi-Armed Bandit Approach S. Maghsudi Ekram Hossain 14 39 0 30 Apr 2016
Distributed User Association in Energy Harvesting Small Cell Networks: A Probabilistic Model S. Maghsudi Ekram Hossain 8 31 0 27 Jan 2016