dddduc Goto Github PK

adaptive-federated-learning

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

apex_dqn_pytorch

Ape-x DQN implementation on Pikachu Volleyball

cache-allocation-project

The purpose of this project is to implement machine learning methods to study resource allocation problems, that is how to share limited resources out among several agents.

cooperative-caching-in-vec-based-on-asynchronous-fl-and-drl

drl-based-long-term-resource-planning

Paper publised in TNSM entitled "DRL-Based Long-Term Resource Planning for Task Offloading Policies in Multi-Server Edge Computing Networks"

drl-mec

edge-dataset

Dataset for IoT, Fog and Edge-based experiments

edgebook_resource

Resource for Edge Computing Book 《边缘计算：原理、技术与实践》

game-theoretic-deep-reinforcement-learning

Code of Paper "Joint Task Offloading and Resource Optimization in NOMA-based Vehicular Edge Computing: A Game-Theoretic DRL Approach", JSA 2022.

lyapunov-optimization

Codes for Lyapunov optimization.

lydroo

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

multi-uav-mec

Code implementation of our paper "Energy-Efficient Multi-UAV-Enabled Multiaccess Edge Computing Incorporating NOMA"

oec-asplos20-artifact

Orbital edge computing ASPLOS 2020 artifact software

offloading-optimization-and-resource-optimization-base-on-mobile-edge-computing-net

基于边缘计算网络的卸载优化及资源优化

pso

使用粒子群优化算法来解决01背包问题的可视化代码

pso1111

Particle Swarm Optimization

rainbow

Rainbow: Combining Improvements in Deep Reinforcement Learning

shadowtutor

(ICPP '20) ShadowTutor: Distributed Partial Distillation for Mobile Video DNN Inference

tutorial4rl

Tutorial4RL: Tutorial for Reinforcement Learning. 强化学习入门教程.

uav-ddpg

Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"

wpmec

Deep Neural Network for Computation Rate Maximization in Wireless Powered Mobile-Edge Computing System