learnibg

adaptive-federated-learning

Code for paper "Adaptive Federated Learning in Resource Constrained Edge Computing Systems"

AFLDDPG

awesome-federated-learning

All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.

By-AFLDDPG

Cooperative-Caching-in-VEC-Based-on-Asynchronous-FL-and-DRL

DRL

Deep Reinforcement Learning(王树森）

DROO

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

FATE

An Industrial Grade Federated Learning Framework

fedavg.pytorch

A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017

fedavgpy

On the Convergence of FedAvg on Non-IID Data

learnibg/adaptive-federated-learning

Code for paper "Adaptive Federated Learning in Resource Constrained Edge Computing Systems"

learnibg/AFLDDPG

learnibg/awesome-federated-learning

All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.

learnibg/By-AFLDDPG

learnibg/Cooperative-Caching-in-VEC-Based-on-Asynchronous-FL-and-DRL

learnibg/DRL

Deep Reinforcement Learning(王树森）

learnibg/DROO

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

learnibg/FATE

An Industrial Grade Federated Learning Framework

learnibg/fedavg.pytorch

A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017

learnibg/fedavgpy

On the Convergence of FedAvg on Non-IID Data

learnibg/FederalLearning

通过阅读Communication-Efficient Learning of Deep Networks from Decentralized Data与Robust and Communication-Efficient Federated Learning from Non-IID Data两篇论文，复现FedAvg与STC算法，完成LSTM模型+ Shakespeare数据集的字符预测任务

learnibg/federated

A framework for implementing federated learning

learnibg/Federated-Learning

联邦学习

learnibg/FEDL

FEDL-Federated Learning algorithm using TensorFlow (Transaction on Networking 2021)

learnibg/GFL

Galaxy Federated Learning Framework （星际联邦学习框架）

learnibg/HierFL

Implementation of paper "Client-Edge-Cloud Hierarchical Federated Learning

learnibg/LyDROO

Lyapunov-guided Deep Reinforcement Learning for Stable Online Computation Offloading in Mobile-Edge Computing Networks

learnibg/mec_drl

Deep reinforcement learning for mobile edge computing

learnibg/metarl-offloading

learnibg/pFedHN

Official code implementation for "Personalized Federated Learning using Hypernetworks" [ICML 2021]

learnibg/Resources-Allocation-in-The-Edge-Computing-Environment-Using-Reinforcement-Learning

Simulated the scenario between edge servers and users with a clear graphic interface. Also, implemented the continuous control with Deep Deterministic Policy Gradient (DDPG) to determine the resources allocation (offload targets, computational resources, migration bandwidth) in the edge servers

learnibg/SemiPFL

SemiPFL: Personalized Semi-Supervised Federated Learning Framework for Edge Intelligence

learnibg/Simple_Reinforcement_Learning

learnibg/task-offloading-edge-computing

Simulation code for multi-user offloading in edge computing newtorks

learnibg/UCMEC-mmWave-Fronthaul

Simulation code of our paper ''Towards Decentralized Task Offloading and Resource Allocation in User-Centric Mobile Edge Computing''

learnibg/wangshusen.github.io

user page

learnibg/Wireless-FL