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Ten Paper's Projects

drl_uav_cellularnet icon drl_uav_cellularnet

Simulator developed for the mobility management of UAV base stations project featuring A3C

droo icon droo

Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks

dynamicmultichannelrl icon dynamicmultichannelrl

Contains Implementation of Paper " S Wang, H Liu, P H Gomes, and B Krishnamachari ; Deep Reinforcement Learning for Dynamic Multichannel Access in Wireless Networks"

edge-offloading icon edge-offloading

computation offloading in mobile edge computing using Reinforcement Learning

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》

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