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

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

16 / 16 papers shown

Title
Generative Multi-Agent Q-Learning for Policy Optimization: Decentralized Wireless Networks Talha Bozkus U. Mitra OffRL 45 0 0 07 Mar 2025
Collaborative Reinforcement Learning Based Unmanned Aerial Vehicle (UAV) Trajectory Design for 3D UAV Tracking Yujiao Zhu Ming Chen Sihua Wang Ye Hu Yuchen Liu Changchuan Yin 13 5 0 22 Jan 2024
Distributed Machine Learning for UAV Swarms: Computing, Sensing, and Semantics Yahao Ding Zhaohui Yang Viet Quoc Pham Zhaoyang Zhang M. Shikh-Bahaei 36 31 0 03 Jan 2023
Performance Optimization for Semantic Communications: An Attention-based Reinforcement Learning Approach Yining Wang Mingzhe Chen Tao Luo Walid Saad Dusit Niyato H. Vincent Poor Shuguang Cui 21 127 0 17 Aug 2022
Continual Meta-Reinforcement Learning for UAV-Aided Vehicular Wireless Networks Riccardo Marini Sangwoo Park Osvaldo Simeone C. Buratti 50 7 0 13 Jul 2022
Edge Learning for B5G Networks with Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing Wei Xu Zhaohui Yang Derrick Wing Kwan Ng Marco Levorato Yonina C. Eldar Mérouane Debbah 28 398 0 01 Jun 2022
Predicting Multi-Antenna Frequency-Selective Channels via Meta-Learned Linear Filters based on Long-Short Term Channel Decomposition Sangwoo Park Osvaldo Simeone 34 4 0 23 Mar 2022
Spectrum Surveying: Active Radio Map Estimation with Autonomous UAVs Raj K. Shrestha Daniel Romero S. Chepuri 30 37 0 11 Jan 2022
Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications Khaled B. Letaief Yuanming Shi Jianmin Lu Jianhua Lu 43 417 0 24 Nov 2021
Responsive Regulation of Dynamic UAV Communication Networks Based on Deep Reinforcement Learning Ran Zhang Duc Minh Nguyen Nguyen Miao Wang L. Cai Xuemin X. Shen 11 3 0 25 Aug 2021
Learning from Images: Proactive Caching with Parallel Convolutional Neural Networks Yantong Wang Ye Hu Zhaohui Yang Walid Saad Kai‐Kit Wong V. Friderikos 31 4 0 15 Aug 2021
Model-aided Deep Reinforcement Learning for Sample-efficient UAV Trajectory Design in IoT Networks Omid Esrafilian Harald Bayerlein David Gesbert 16 6 0 21 Apr 2021
Distributed Learning in Wireless Networks: Recent Progress and Future Challenges Mingzhe Chen Deniz Gündüz Kaibin Huang Walid Saad M. Bennis Aneta Vulgarakis Feljan H. Vincent Poor 42 402 0 05 Apr 2021
Meta-Reinforcement Learning for Reliable Communication in THz/VLC Wireless VR Networks Yining Wang Mingzhe Chen Zhaohui Yang Walid Saad T. Luo Shuguang Cui H. Vincent Poor OffRL 27 30 0 29 Jan 2021
Multi-UAV Path Planning for Wireless Data Harvesting with Deep Reinforcement Learning Harald Bayerlein Mirco Theile Marco Caccamo David Gesbert 34 120 0 23 Oct 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 419 11,715 0 09 Mar 2017