Exploiting Side Information for Improved Online Learning Algorithms in Wireless Networks

16 February 2022

Papers citing "Exploiting Side Information for Improved Online Learning Algorithms in Wireless Networks"

15 / 15 papers shown

Title
Asymptotically-Optimal Gaussian Bandits with Side Observations Alexia Atsidakou Orestis Papadigenopoulos Constantine Caramanis Sujay Sanghavi Sanjay Shakkottai 40 4 0 15 May 2025
Learning to Optimize Energy Efficiency in Energy Harvesting Wireless Sensor Networks D. Ghosh M. Hanawal Nikola Zlatanov 25 12 0 30 Dec 2020
Observe Before Play: Multi-armed Bandit with Pre-observations Jinhang Zuo Xiaoxi Zhang Carlee Joe-Wong 40 16 0 21 Nov 2019
Fast mmwave Beam Alignment via Correlated Bandit Learning Wen Wu Nan Cheng Ning Zhang Peng Yang W. Zhuang Xuemin X. Shen 44 118 0 07 Sep 2019
Multi-Player Bandits: A Trekking Approach M. Hanawal S. Darak 23 23 0 17 Sep 2018
An Introduction to Deep Learning for the Physical Layer Tim O'Shea J. Hoydis AI4CE 130 2,194 0 02 Feb 2017
Online Learning Schemes for Power Allocation in Energy Harvesting Communications Pranav Sakulkar Bhaskar Krishnamachari OffRL 44 19 0 08 Jul 2016
Multi-armed Bandits with Application to 5G Small Cells S. Maghsudi Ekram Hossain 44 121 0 02 Oct 2015
On Regret-Optimal Learning in Decentralized Multi-player Multi-armed Bandits Naumaan Nayyar D. Kalathil R. Jain OffRL 63 76 0 04 May 2015
Multi-Access Communications with Energy Harvesting: A Multi-Armed Bandit Model and the Optimality of the Myopic Policy Pol Blasco Deniz Gunduz 46 37 0 01 Jan 2015
Spectrum Bandit Optimization Marc Lelarge Alexandre Proutiere Sadegh Talebi 54 28 0 27 Feb 2013
Further Optimal Regret Bounds for Thompson Sampling Shipra Agrawal Navin Goyal 100 442 0 15 Sep 2012
Decentralized Learning for Multi-player Multi-armed Bandits D. Kalathil Naumaan Nayyar R. Jain 90 44 0 14 Jun 2012
The KL-UCB Algorithm for Bounded Stochastic Bandits and Beyond Aurélien Garivier Olivier Cappé 164 612 0 12 Feb 2011
Distributed Algorithms for Learning and Cognitive Medium Access with Logarithmic Regret Anima Anandkumar Nithin Michael A. Tang A. Swami 99 348 0 08 Jun 2010