GNN-Empowered Effective Partial Observation MARL Method for AoI
Management in Multi-UAV Network

GNN-Empowered Effective Partial Observation MARL Method for AoI Management in Multi-UAV Network

18 August 2024

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Papers citing "GNN-Empowered Effective Partial Observation MARL Method for AoI Management in Multi-UAV Network"

9 / 9 papers shown

Title
Reliable Projection Based Unsupervised Learning for Semi-Definite QCQP with Application of Beamforming Optimization Xiucheng Wang Qi Qiu Nan Cheng 71 2 0 04 Jul 2024
Blockchain-empowered Federated Learning for Healthcare Metaverses: User-centric Incentive Mechanism with Optimal Data Freshness Jiawen Kang Jinbo Wen Dongdong Ye Bingkun Lai Tianhao Wu Zehui Xiong Jiangtian Nie Dusit Niyato Yang Zhang Shengli Xie 47 55 0 29 Jul 2023
How to Train Your Robot with Deep Reinforcement Learning; Lessons We've Learned Julian Ibarz Jie Tan Chelsea Finn Mrinal Kalakrishnan P. Pastor Sergey Levine OffRL 156 533 0 04 Feb 2021
Single and Multi-Agent Deep Reinforcement Learning for AI-Enabled Wireless Networks: A Tutorial Amal Feriani Ekram Hossain 189 243 0 06 Nov 2020
How Powerful are Graph Neural Networks? Keyulu Xu Weihua Hu J. Leskovec Stefanie Jegelka GNN 251 7,695 0 01 Oct 2018
Dynamic Graph CNN for Learning on Point Clouds Yue Wang Yongbin Sun Ziwei Liu Sanjay E. Sarma M. Bronstein Justin Solomon GNN 3DPC 257 6,168 0 24 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 73 1,013 0 16 Jun 2017
Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments Ryan J. Lowe Yi Wu Aviv Tamar J. Harb Pieter Abbeel Igor Mordatch 162 4,509 0 07 Jun 2017
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 601 12,734 0 11 Dec 2014