Distributed Multi-agent Meta Learning for Trajectory Design in Wireless
Drone Networks

Distributed Multi-agent Meta Learning for Trajectory Design in Wireless Drone Networks

6 December 2020

H. Vincent Poor

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Papers citing "Distributed Multi-agent Meta Learning for Trajectory Design in Wireless Drone Networks"

10 / 10 papers shown

Title
Meta-Reinforcement Learning for Trajectory Design in Wireless UAV Networks Ye Hu Mingzhe Chen Walid Saad H. Vincent Poor Shuguang Cui 45 27 0 25 May 2020
A Joint Learning and Communications Framework for Federated Learning over Wireless Networks Mingzhe Chen Zhaohui Yang Walid Saad Changchuan Yin H. Vincent Poor Shuguang Cui FedML 106 1,193 0 17 Sep 2019
Meta-Gradient Reinforcement Learning Zhongwen Xu H. V. Hasselt David Silver 117 327 0 24 May 2018
Been There, Done That: Meta-Learning with Episodic Recall Samuel Ritter Jane X. Wang Z. Kurth-Nelson Siddhant M. Jayakumar Charles Blundell Razvan Pascanu M. Botvinick CLL 61 84 0 24 May 2018
QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning Tabish Rashid Mikayel Samvelyan Christian Schroeder de Witt Gregory Farquhar Jakob N. Foerster Shimon Whiteson 171 1,677 0 30 Mar 2018
Evolved Policy Gradients Rein Houthooft Richard Y. Chen Phillip Isola Bradly C. Stadie Filip Wolski Jonathan Ho Pieter Abbeel 105 227 0 13 Feb 2018
Cellular-Connected UAVs over 5G: Deep Reinforcement Learning for Interference Management Ursula Challita Walid Saad C. Bettstetter 84 297 0 16 Jan 2018
Value-Decomposition Networks For Cooperative Multi-Agent Learning P. Sunehag Guy Lever A. Gruslys Wojciech M. Czarnecki V. Zambaldi ... Marc Lanctot Nicolas Sonnerat Joel Z Leibo K. Tuyls T. Graepel 84 1,013 0 16 Jun 2017
Counterfactual Multi-Agent Policy Gradients Jakob N. Foerster Gregory Farquhar Triantafyllos Afouras Nantas Nardelli Shimon Whiteson 167 2,091 0 24 May 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 845 11,967 0 09 Mar 2017