Resources Allocation In The Edge Computing Environment Using Reinforcement Learning Alternatives

Name: davidtw0320/Resources-Allocation-in-The-Edge-Computing-Environment-Using-Reinforcement-Learning
Brand: davidtw0320/Resources-Allocation-in-The-Edge-Computing-Environment-Using-Reinforcement-Learning
SKU: project/davidtw0320/Resources-Allocation-in-The-Edge-Computing-Environment-Using-Reinforcement-Learning
Rating: 4.43 (41 reviews)

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

Categories > Machine Learning > Server

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over 5 years ago

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Python

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Networking > Server

Machine Learning > Ddpg

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Alternatives To davidtw0320/Resources-Allocation-in-The-Edge-Computing-Environment-Using-Reinforcement-Learning

Project Name	Stars	Repos Using This	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
MorvanZhou/Reinforcement-learning-with-tensorflow	8,174	0	0	almost 3 years ago	0		63	mit	Python
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
datawhalechina/easy-rl	7,643	0	0	over 2 years ago	0		47	other	Jupyter Notebook
强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/
thu-ml/tianshou	7,125	0	10	over 2 years ago	33	August 22, 2023	97	mit	Python
An elegant PyTorch deep reinforcement learning library.
udacity/deep-reinforcement-learning	4,635	0	0	over 2 years ago	0		5	mit	Jupyter Notebook
Repo for the Deep Reinforcement Learning Nanodegree program
AI4Finance-Foundation/ElegantRL	3,229	0	2	over 2 years ago	5	January 08, 2022	107	other	Python
Massively Parallel Deep Reinforcement Learning. 🔥
ShangtongZhang/DeepRL	2,834	0	0	over 3 years ago	0		5	mit	Python
Modularized Implementation of Deep RL Algorithms in PyTorch
seungeunrho/minimalRL	2,417	0	0	about 3 years ago	0		21	mit	Python
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
AI4Finance-Foundation/FinRL-Trading	1,772	0	0	almost 3 years ago	0		43	mit	Jupyter Notebook
For trading. Please star.
DLR-RM/rl-baselines3-zoo	1,640	0	2	over 2 years ago	18	November 17, 2023	54	mit	Python
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
sfujim/TD3	1,383	0	0	almost 3 years ago	0		2	mit	Python
Author's PyTorch implementation of TD3 for OpenAI gym tasks

Alternatives To davidtw0320/Resources-Allocation-in-The-Edge-Computing-Environment-Using-Reinforcement-Learning

Select To Compare

MorvanZhou/Reinforcement-learning-with-tensorflow ⭐ 8,174

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

dependent packages 0 total releases 0 most recent commit almost 3 years ago

datawhalechina/easy-rl ⭐ 7,643

强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/

dependent packages 0 total releases 0 most recent commit over 2 years ago

thu-ml/tianshou ⭐ 7,125

An elegant PyTorch deep reinforcement learning library.

dependent packages 10 total releases 33 most recent commit over 2 years ago downloads badge

udacity/deep-reinforcement-learning ⭐ 4,635

Repo for the Deep Reinforcement Learning Nanodegree program

dependent packages 0 total releases 0 most recent commit over 2 years ago

AI4Finance-Foundation/ElegantRL ⭐ 3,229

Massively Parallel Deep Reinforcement Learning. 🔥

dependent packages 2 total releases 5 most recent commit over 2 years ago downloads badge

ShangtongZhang/DeepRL ⭐ 2,834

Modularized Implementation of Deep RL Algorithms in PyTorch

dependent packages 0 total releases 0 most recent commit over 3 years ago

seungeunrho/minimalRL ⭐ 2,417

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

dependent packages 0 total releases 0 most recent commit about 3 years ago

AI4Finance-Foundation/FinRL-Trading ⭐ 1,772

For trading. Please star.

dependent packages 0 total releases 0 most recent commit almost 3 years ago

DLR-RM/rl-baselines3-zoo ⭐ 1,640

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

dependent packages 2 total releases 18 most recent commit over 2 years ago downloads badge

sfujim/TD3 ⭐ 1,383

Author's PyTorch implementation of TD3 for OpenAI gym tasks

dependent packages 0 total releases 0 most recent commit almost 3 years ago

Suggest An Alternative To Resources-Allocation-in-The-Edge-Computing-Environment-Using-Reinforcement-Learning

Alternative Project Comparisons

davidtw0320/Resources-Allocation-in-The-Edge-Computing-Environment-Using-Reinforcement-Learning vs Reinforcement Learning With Tensorflow

davidtw0320/Resources-Allocation-in-The-Edge-Computing-Environment-Using-Reinforcement-Learning vs Easy Rl

davidtw0320/Resources-Allocation-in-The-Edge-Computing-Environment-Using-Reinforcement-Learning vs Tianshou

davidtw0320/Resources-Allocation-in-The-Edge-Computing-Environment-Using-Reinforcement-Learning vs Deep Reinforcement Learning

davidtw0320/Resources-Allocation-in-The-Edge-Computing-Environment-Using-Reinforcement-Learning vs Elegantrl

davidtw0320/Resources-Allocation-in-The-Edge-Computing-Environment-Using-Reinforcement-Learning vs Deeprl

davidtw0320/Resources-Allocation-in-The-Edge-Computing-Environment-Using-Reinforcement-Learning vs Minimalrl

davidtw0320/Resources-Allocation-in-The-Edge-Computing-Environment-Using-Reinforcement-Learning vs Finrl Trading

davidtw0320/Resources-Allocation-in-The-Edge-Computing-Environment-Using-Reinforcement-Learning vs Rl Baselines3 Zoo

davidtw0320/Resources-Allocation-in-The-Edge-Computing-Environment-Using-Reinforcement-Learning vs Td3

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