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2012.03158
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Distributed Multi-agent Meta Learning for Trajectory Design in Wireless Drone Networks
IEEE Journal on Selected Areas in Communications (JSAC), 2020
6 December 2020
Ye Hu
Mingzhe Chen
Walid Saad
H. Vincent Poor
Shuguang Cui
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Papers citing
"Distributed Multi-agent Meta Learning for Trajectory Design in Wireless Drone Networks"
30 / 30 papers shown
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Generalizable Agent Modeling for Agent Collaboration-Competition Adaptation with Multi-Retrieval and Dynamic Generation
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Yonggang Jin
Cheng Hu
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Shiyu Huang
Liuyu Xiang
Junge Zhang
Zhaofeng He
193
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20 Jun 2025
Partially Decentralized Multi-Agent Q-Learning via Digital Cousins for Wireless Networks
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U. Mitra
OffRL
420
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07 Mar 2025
Hierarchical Multi-Agent DRL Based Dynamic Cluster Reconfiguration for UAV Mobility Management
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Karl-Ludwig Besser
Mustafa Özger
Dominic Schupke
H. Vincent Poor
C. Cavdar
269
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05 Dec 2024
Maximizing User Connectivity in AI-Enabled Multi-UAV Networks: A Distributed Strategy Generalized to Arbitrary User Distributions
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Yang Xu
Ran Zhang
Jiang
Xie
Miao Wang
105
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07 Nov 2024
Heterogeneous Team Coordination on Partially Observable Graphs with Realistic Communication
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Manshi Limbu
Xuan Wang
Daigo Shishika
Xuesu Xiao
176
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0
29 Oct 2024
Semantic Meta-Split Learning: A TinyML Scheme for Few-Shot Wireless Image Classification
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Eslam Eldeeb
M. Shehab
Hirley Alves
Mohamed-Slim Alouini
250
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03 Sep 2024
State-of-the-art in Robot Learning for Multi-Robot Collaboration: A Comprehensive Survey
Bin Wu
C. S. Suh
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204
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03 Aug 2024
Team Coordination on Graphs: Problem, Analysis, and Algorithms
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2024
Manshi Limbu
Yanlin Zhou
Gregory J. Stein
Xuan Wang
Daigo Shishika
Xuesu Xiao
196
8
0
23 Mar 2024
Collaborative Reinforcement Learning Based Unmanned Aerial Vehicle (UAV) Trajectory Design for 3D UAV Tracking
IEEE Transactions on Mobile Computing (IEEE TMC), 2024
Yujiao Zhu
Ming Chen
Sihua Wang
Ye Hu
Yuchen Liu
Changchuan Yin
185
20
0
22 Jan 2024
Muti-Agent Proximal Policy Optimization For Data Freshness in UAV-assisted Networks
M. Ndiaye
El Houcine Bergou
Hajar Elhammouti
150
10
0
15 Mar 2023
Distributed Machine Learning for UAV Swarms: Computing, Sensing, and Semantics
IEEE Internet of Things Journal (IEEE IoT J.), 2023
Yahao Ding
Zhaohui Yang
Quoc-Viet Pham
Zhaoyang Zhang
M. Shikh-Bahaei
306
73
0
03 Jan 2023
Optimization of Image Transmission in a Cooperative Semantic Communication Networks
IEEE Transactions on Wireless Communications (IEEE TWC), 2023
Wenjing Zhang
Yining Wang
Mingzhe Chen
Tao Luo
Dusit Niyato
169
88
0
01 Jan 2023
Deep Reinforcement Learning for Trajectory Path Planning and Distributed Inference in Resource-Constrained UAV Swarms
IEEE Internet of Things Journal (IEEE IoT J.), 2022
Marwan Dhuheir
Emna Baccour
A. Erbad
S. Al-Obaidi
Mounira Hamdi
271
52
0
21 Dec 2022
Federated Learning and Meta Learning: Approaches, Applications, and Directions
IEEE Communications Surveys and Tutorials (COMST), 2022
Xiaonan Liu
Yansha Deng
Arumugam Nallanathan
M. Bennis
423
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0
24 Oct 2022
Toward Safe and Accelerated Deep Reinforcement Learning for Next-Generation Wireless Networks
IEEE Network (IEEE Netw.), 2022
A. M. Nagib
H. Abou-zeid
Hossam S. Hassanein
162
18
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16 Sep 2022
Performance Optimization for Semantic Communications: An Attention-based Reinforcement Learning Approach
IEEE Journal on Selected Areas in Communications (JSAC), 2022
Yining Wang
Mingzhe Chen
Tao Luo
Walid Saad
Dusit Niyato
H. Vincent Poor
Shuguang Cui
272
190
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17 Aug 2022
Continual Meta-Reinforcement Learning for UAV-Aided Vehicular Wireless Networks
Riccardo Marini
Sangwoo Park
Osvaldo Simeone
C. Buratti
366
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13 Jul 2022
Online Bayesian Meta-Learning for Cognitive Tracking Radar
IEEE Transactions on Aerospace and Electronic Systems (TAES), 2022
C. Thornton
R. M. Buehrer
A. Martone
244
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07 Jul 2022
Edge Learning for B5G Networks with Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing
IEEE Journal on Selected Topics in Signal Processing (IEEE JSTSP), 2022
Wei Xu
Zhaohui Yang
Derrick Wing Kwan Ng
Marco Levorato
Yonina C. Eldar
Mérouane Debbah
327
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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
225
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23 Mar 2022
Spectrum Surveying: Active Radio Map Estimation with Autonomous UAVs
IEEE Transactions on Wireless Communications (TWC), 2022
Raj K. Shrestha
Daniel Romero
S. Chepuri
340
72
0
11 Jan 2022
Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications
Khaled B. Letaief
Yuanming Shi
Jianmin Lu
Jianhua Lu
373
563
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
132
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
318
5
0
15 Aug 2021
Model-aided Deep Reinforcement Learning for Sample-efficient UAV Trajectory Design in IoT Networks
Global Communications Conference (GLOBECOM), 2021
Omid Esrafilian
Harald Bayerlein
David Gesbert
169
6
0
21 Apr 2021
Distributed Learning in Wireless Networks: Recent Progress and Future Challenges
IEEE Journal on Selected Areas in Communications (JSAC), 2021
Mingzhe Chen
Deniz Gündüz
Kaibin Huang
Walid Saad
M. Bennis
Aneta Vulgarakis Feljan
H. Vincent Poor
316
516
0
05 Apr 2021
Distributed Reinforcement Learning for Age of Information Minimization in Real-Time IoT Systems
IEEE Journal on Selected Topics in Signal Processing (JSTSP), 2021
Sihua Wang
Mingzhe Chen
Zhaohui Yang
Changchuan Yin
Walid Saad
Shuguang Cui
H. Vincent Poor
265
41
0
04 Apr 2021
Meta-Reinforcement Learning for Reliable Communication in THz/VLC Wireless VR Networks
IEEE Transactions on Wireless Communications (IEEE TWC), 2021
Yining Wang
Mingzhe Chen
Zhaohui Yang
Walid Saad
T. Luo
Shuguang Cui
H. Vincent Poor
OffRL
251
35
0
29 Jan 2021
Multi-UAV Path Planning for Wireless Data Harvesting with Deep Reinforcement Learning
IEEE Open Journal of the Communications Society (OJ-COMSOC), 2020
Harald Bayerlein
Mirco Theile
Marco Caccamo
David Gesbert
396
170
0
23 Oct 2020
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