dggnzs123

dqn-lfr

The DQN algorithm for load balancing

Virtual-Optical-Network-Embedding

This is an implementation of virtual optical network embedding completed under matlab.

sdn-nfv-papers

This is a paper list about Resource Allocation in Network Functions Virtualization (NFV) and Software-Defined Networking (SDN).

PA_ICC

CommSurvey

This is the repository for the collection of surveys and reviews in communication and networking domains.

network-slicing

Network slicing gym environment and a model-based RL agent with kernels

ml-for-resource-allocation

Machine Learning for Dynamic Resource Allocation in Network Function Virtualization

VNFAuctioning

Implementation of the greedy heuristic algorithm in Python 3.6 of the following paper: M. Obadia, J.-L. Rougier, L. Iannone, M. Bouet, V. Conan. Elastic Network Service Provisioning with VNF Auctioning in Proceedings of IEEE International Conference in Networking Science and Practice (ITC 28), September 2016.

The-JUAD-resource-allocation-for-D2D-in-a-FDD-cellular-network

WCSP：（1）Joint Uplink and Downlink Resource Allocation for D2D Communications Underlying Cellular Networks

Paper-with-Code-of-Wireless-communication-Based-on-DL

无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL

Game-Theory-Based-Allocation

Game Theory based Radio Resource Allocation for full-duplex systems

ON-OFF-DRL

Code for the paper On-Policy vs. Off-Policy Deep Reinforcement Learning for Resource Allocation in Open Radio Access Network

jointChannelAndPowerAlloFDCR

This contains joint channel and power allocation scheme for a full duplex cognitive radio network underlying a cellular network

channel-power-allocation-802.22

[1] Di Li and James Gross, Distributed TV Spectrum Allocation for Cognitive Cellular Network under Game Theoretical Framework Proc. of the IEEE Symposium on New Frontiers in Dynamic Spectrum Access Networks (DySPAN'12) 2012

Task-Offloading-and-Resource-Allocation-for-Multi-Server-Mobile-Edge-Computing-Networks

Math_Model

数学建模、美赛、美国大学生数学建模竞赛、全国大学生数学建模竞赛、华为杯研究生数学建模、国赛LaTeX模板、美赛LaTeX模板、mathorcup、电工杯、华中赛、APMCM、深圳杯、中青杯、华东杯、数维杯、东三省数学建模、认证杯、数学建模书籍、常用matlab算法、国赛评阅要点、软件模型算法汇总、智能算法、优化算法、现代的算法

RL-4-SFC-mapping

simulation of "A novel reinforcement learning algorithm for virtual network emb e dding" paper

UARA-DRL

This repository contains the implementation codes of deep reinforcement learning (DRL) in user association and resource allocation in heterogenous networks. The model is basd on deep-Q-network (DQN) and DDQN.

deep-q-learning

Minimal Deep Q Learning (DQN & DDQN) implementations in Keras

ResourceAllocationReinforcementLearning

intial version

DQN

DQN for 5G RAN Slicing

ResourceAllocationV2X

Resource allocation for D2D-enabled vehicular communications, IEEE Transactions on Communications

Double-Deep-Q-Learning-for-Resource-Allocation

Reproduce results of the research article "Deep Reinforcement Learning Based Resource Allocation for V2V Communications"

Resource-allocation-in-Cognitive-Radio-

Resource allocation for underlay DSA Cognitive Radio networks using reinforcement learning (Q-Learning))

vf2-cpp