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aflddpg

agod

AI-generated Optimization Decision

algorithm-for-dt-mec-network-resource-allocation

ans

Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning

asynchronous-drl-based-multi-hop-task-offloading-in-rsu-assisted-iov-networks

awesome-deeplearning

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

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.

cavdn

computition-offloading-and-resource-allocation-with-ppo

This project utilizes deep reinforcement learning methods for computation offloading and resource allocation in edge computing systems.

cooperation

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

cvxpy

A Python-embedded modeling language for convex optimization problems.

dbag

delay-and-battery-degradation-optimization-based-on-ppo-for-task-offloading-in-rsu-assisted-iov

delay-aware-madrl

discofl

Repository for the Decentralized Systems final project. DiscoFL is a blockchain-enabled incentive system for decentralized Federated Learning.

domm

A repo about Dynamic Offloading for Multiuser Muti-CAP MEC Networks: A Deep Reinforcement Learning Approach

drl-tobs

Codes for the paper titled Online Joint Task Offloading and Resource Management in Heterogeneous Mobile Edge Environments.

droo

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

dsam-drl-eua

ecos

Edge-based Computation Offloading Simulator

edge-caching-based-on-multi-agent-deep-reinforcement-learning-and-federated-learning

edge-computing-and-caching-optimization-based-on-ppo-for-task-offloading-in-rsu-assisted-iov

edgecloud_offloading

elegantrl

Massively Parallel Deep Reinforcement Learning. 🔥

evolopy

EvoloPy toolbox provides classical and recent nature-inspired metaheuristic for the global optimization.

fddl

fedadapt

Adaptive Offloading of Federated Learning on IoT Devices

federated-learning-pytorch

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

flsim

A simulation framework for Federated Learning written in PyTorch