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Ten Paper's Projects

energy-harvesting-ddpg- icon energy-harvesting-ddpg-

Codes for "Deep Deterministic Policy Gradient (DDPG) based Energy Harvesting Wireless Communications"

eua-dataset icon eua-dataset

Edge server, user dataset for Edge Computing research

fed-mec icon fed-mec

This project is focused on the design, development, and deployment of federated solutions to problems in the framework of mobile edge computing.

fed-mf-mal icon fed-mf-mal

This is the code for paper: Scalable Federated Multi-agent Architecture forNetworked Communication Scenarios

fedadapt icon fedadapt

Adaptive Offloading of Federated Learning on IoT Devices

federated-double-deep-q_network- icon federated-double-deep-q_network-

A framework that exploits the potentials of distributed federated learning and double deep Q-networks to minimize joint energy and delay in IoT networks

further icon further

Source code for "Influencing Long-Term Behavior in Multiagent Reinforcement Learning" (NeurIPS 2022)

gcs_aamas337 icon gcs_aamas337

The code for AAMAS2022 《GCS: Graph-based Coordination Strategy for Multi-Agent Reinforcement Learning》

gnn-rl-for-amod icon gnn-rl-for-amod

Official implementation of "Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand

gnn-rl-model-compression icon gnn-rl-model-compression

GNN-RL Compression: Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning

gnn4traffic icon gnn4traffic

This is the repository for the collection of Graph Neural Network for Traffic Forecasting.

graph-meta-rl-for-amod icon graph-meta-rl-for-amod

Official implementation of "Graph Meta-Reinforcement Learning for TransferableAutonomous Mobility-on-Demand"

green icon green

[7] GREEN: A Global Energy Efficiency Maximization Strategy for Multi-UAV Enabled Communication Systems 作者:Lin N, Fan Y, Zhao L, et al. 出处:IEEE Transactions on Mobile Computing, 2022 摘要:在能源供应有限的情况下,无人机(UAV)支持的通信系统必须有效利用能源才能提供长期服务。在本文中,我们为支持多无人机的通信系统提出了全球能效最大化(GREEN)策略。在此类系统中,一组无人机通过使用支持无人机的干扰信道(UAV-IC)与其关联的地面终端(GT)进行通信。特别是,我们通过综合考虑通信吞吐量和整个系统的总能耗

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