zhaochengniu Goto Github PK

hcsfl

Client Selection for Federated Learning with Heterogeneous Resources in Mobile Edge

hierfl

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

iopo

first paper project owned by Jianqiu Wu, Paper is in preparation

iov-computation-offloading

learning-based-queuing-delay-aware-task-offloading-in-collaborative-vehicular-networks

Evoluationay Algorithms Project: Learning-Based Queuing Delay-Aware Task Offloading in Collaborative Vehicular Networks

lyapunov-orientated-imphetero-reinforcement-learning

Towards Heterogeneous Environment: Lyapunov-orientated ImpHetero Reinforcement Learning for Task Offloading

lydroo

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

maddpg

Use Multi-Agent Deep Deterministic Policy Gradient(DDPG) algorithm to find reasonable paths for ships

maddpg-abs-trajectory-design

maddpg-lstm-in-ev-charge-scheduling

This is a repo for my Bachelor's dissertation, a topic about using Reinforcement Learning to solve EV charge Scheduling question.

maddpg_scut_err

UAVMADDPG

malfoy

matd3

Use Multi-agent Twin Delayed Deep Deterministic Policy Gradient(TD3) algorithm to find reasonable paths for ships

mec_morl_multipolicy

The python code for paper "Multi-objective Deep Reinforcement Learning for Mobile Edge Computing"

mec_offloading

Code for Intelligent Dynamic Data Offloading in a Competitive Mobile Edge Computing Market paper https://www.mdpi.com/1999-5903/11/5/118/pdf

mfpo-infocom24

An online federated reinforcement learning algorithm published in INFOCOM2024

mimo-d2d

code

mimo-noma_aoi_ga

mit6.824-2021

4 labs + 2 challenges + 4 docs

mjfl-simulation-paddle

Efficient Device Scheduling with Multi-Job Federated Learning

ml-rl-simulations

A multi-layer guided reinforcement learning-based tasks offloading in edge computing - Simulations

mp-mab

This project is created for the simulations of the paper: [Wang2021] Wenbo Wang, Amir Leshem, Dusit Niyato and Zhu Han, "Decentralized Learning for Channel Allocation inIoT Networks over Unlicensed Bandwidth as aContextual Multi-player Multi-armed Bandit Game", to appear in IEEE Transactions on Wireless Communications, 2021.

multi-agent-mec_offloading-use_drl

使用Drl来解决多智能体卸载问题

multi-agent-reinforcement-learning

PyTorch implementations of MADDPG, MAPPO (coming)

multi-agent-reinforcement-learning-in-noma-aided-uav-networks-for-cellular-offloading

Code for the paper 'Multi-Agent Reinforcement Learning in NOMA-Aided UAV Networks for Cellular Offloading'

multi-armed-bandit-based-client-scheduling-for-federated-learning

Code Implemntion from the article Multi-Armed Bandit Based Client Schedulingfor Federated Learning

multilevel-ac

Multi-agent Deep Reinforcement Learning for Efficient Computation Offloading in Mobile Edge Computing

murim

Multidimensional Reputation-based Incentive Mechanism for Federated Learning

my_mec_program

I build this Mobile Edge Computation simulating environment all by myself, and use the costomized ddpg reinforcement learning algorithm to make offloading decision.

niid-bench

Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)