Communication-Efficient Massive UAV Online Path Control: Federated Learning Meets Mean-Field Game Theory

9 March 2020

Papers citing "Communication-Efficient Massive UAV Online Path Control: Federated Learning Meets Mean-Field Game Theory"

20 / 20 papers shown

Title
Application of Deep Reinforcement Learning to UAV Swarming for Ground Surveillance Raúl Arranz David Carramiñana Gonzalo de Miguel Juan A. Besada Ana M. Bernardos 31 10 0 15 Jan 2025
FedScalar: A Communication efficient Federated Learning M. Rostami S. S. Kia FedML 22 1 0 03 Oct 2024
Combining Federated Learning and Control: A Survey Jakob Weber Markus Gurtner A. Lobe Adrian Trachte Andreas Kugi FedML AI4CE 36 2 0 12 Jul 2024
CrowdTransfer: Enabling Crowd Knowledge Transfer in AIoT Community Yan Liu Bin Guo Nuo Li Yasan Ding Zhouyangzi Zhang Zhiwen Yu 50 1 0 09 Jul 2024
FLARE: A New Federated Learning Framework with Adjustable Learning Rates over Resource-Constrained Wireless Networks Bingnan Xiao Jingjing Zhang Wei Ni Xin Wang 39 0 0 23 Apr 2024
Control-Aware Trajectory Predictions for Communication-Efficient Drone Swarm Coordination in Cluttered Environments Longhao Yan Jingyuan Zhou Kaidi Yang 35 0 0 23 Jan 2024
Distributed Machine Learning for UAV Swarms: Computing, Sensing, and Semantics Yahao Ding Zhaohui Yang Viet Quoc Pham Zhaoyang Zhang M. Shikh-Bahaei 31 31 0 03 Jan 2023
Wireless Ad Hoc Federated Learning: A Fully Distributed Cooperative Machine Learning H. Ochiai Yuwei Sun Qingzhe Jin Nattanon Wongwiwatchai Hiroshi Esaki 14 20 0 24 May 2022
FedGiA: An Efficient Hybrid Algorithm for Federated Learning Shenglong Zhou Geoffrey Ye Li FedML 31 16 0 03 May 2022
Bridging the Urban-Rural Connectivity Gap through Intelligent Space, Air, and Ground Networks Fares Fourati S. Alsamhi Mohamed-Slim Alouini 20 9 0 25 Feb 2022
Addressing modern and practical challenges in machine learning: A survey of online federated and transfer learning Shuang Dai Fanlin Meng FedML OnRL 40 21 0 07 Feb 2022
Communication and Energy Efficient Slimmable Federated Learning via Superposition Coding and Successive Decoding Hankyul Baek Won Joon Yun Soyi Jung Jihong Park Mingyue Ji Joongheon Kim M. Bennis 46 1 0 05 Dec 2021
Communication-Efficient ADMM-based Federated Learning Shenglong Zhou Geoffrey Ye Li FedML 35 22 0 28 Oct 2021
Game Theory and Machine Learning in UAVs-Assisted Wireless Communication Networks: A Survey M. Zhou Y. Guan M. Hayajneh K. Niu C. Abdallah AI4CE 14 7 0 07 Aug 2021
UAV Communications for Sustainable Federated Learning Viet Quoc Pham M. Zeng Rukhsana Ruby Thien Huynh-The W. Hwang 19 88 0 20 Mar 2021
Federated Learning on the Road: Autonomous Controller Design for Connected and Autonomous Vehicles Tengchan Zeng Omid Semiariy Mingzhe Chen Walid Saad M. Bennis FedML 18 84 0 05 Feb 2021
Privacy-Preserving Federated Learning for UAV-Enabled Networks: Learning-Based Joint Scheduling and Resource Management Helin Yang Jun Zhao Zehui Xiong Kwok-Yan Lam Sumei Sun Liang Xiao 9 179 0 28 Nov 2020
Artificial Intelligence for UAV-enabled Wireless Networks: A Survey Mohamed-Amine Lahmeri Mustafa A. Kishk Mohamed-Slim Alouini 26 102 0 24 Sep 2020
Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications Jihong Park S. Samarakoon Anis Elgabli Joongheon Kim M. Bennis Seong-Lyun Kim Mérouane Debbah 34 161 0 06 Aug 2020
Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning Anis Elgabli Jihong Park Amrit Singh Bedi Chaouki Ben Issaid M. Bennis Vaneet Aggarwal 24 67 0 23 Oct 2019