Fernandovj / DeepSARALinks
Admission Control and Resource Allocation mechanism for 5G Core Network Slicing based on Reinforcement Learning and Deep Learning
☆45Updated 3 years ago
Alternatives and similar repositories for DeepSARA
Users that are interested in DeepSARA are comparing it to the libraries listed below
Sorting:
- Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks☆33Updated 4 years ago
- Source Codes for: DeepSlicing: Deep Reinforcement Learning Assisted Resource Allocation for Network Slicing☆62Updated 4 years ago
- ☆11Updated 4 years ago
- GitHub for the article Deep Reinforcement Learning for URLLC data management on top of scheduled eMBB traffic (Fabio Saggese, Luca Pasqua…☆18Updated 4 years ago
- Contains the code related to our paper on scheduling and resource allocation in wireless communications.☆47Updated last year
- This is a repository for my Diploma Thesis on Wireless Communications at Aristotle University of Thessaloniki☆28Updated 3 years ago
- Robustness Evaluation of RL-based Algorithms for Resource Allocation in 5G Network Slicing☆14Updated last year
- Code for the paper On-Policy vs. Off-Policy Deep Reinforcement Learning for Resource Allocation in Open Radio Access Network☆34Updated 4 years ago
- J. Liu, X. Tao and J. Lu, "Mobility-Aware Centralized Reinforcement Learning for Dynamic Resource Allocation in HetNets," accepted by IEE…☆64Updated 5 years ago
- Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks☆116Updated 3 years ago
- Matlab code for the simulation of my paper entitled "Joint Resource and Admission Management for Slice-enabled Networks"☆37Updated 4 years ago
- Optimizing resource allocation with deep reinforcement learning☆42Updated 5 years ago
- This repository contains the implementation codes of deep reinforcement learning (DRL) in user association and resource allocation in het…☆78Updated 5 years ago
- This is code of paper entitled "AI-based Radio Resource and Transmission Opportunity Allocation for 5G-V2X HetNets: NR and NR-U networks…☆15Updated 2 years ago
- ☆40Updated 3 years ago
- Code for Globecom2020 paper: Resource Allocation based on Graph Neural Networks in Vehicular Communications☆60Updated 2 years ago
- Three Agent-Based Simulation for Edge Computing in 5G and Beyond for the recent paper titled "Design and Simulation of a Hybrid Architect…☆20Updated 4 years ago
- ☆23Updated 2 years ago
- ☆47Updated 2 years ago
- Deep Reinforcement Learning (DRL) based Dynamic Spectrum Access (DSA) using Reservoir Computing (RC) (In IoT-J-2019)☆52Updated 5 years ago
- Resource allocation for Device-to-Device (D2D) communications using deep reinforcement learning.☆38Updated 5 years ago
- Contains Implementation of Paper " S Wang, H Liu, P H Gomes, and B Krishnamachari ; Deep Reinforcement Learning for Dynamic Multichannel …☆57Updated 6 years ago
- RAN场景建模☆11Updated 6 years ago
- Algorithms re-implementation for paper "Power Allocation in Cache-Aided NOMA Systems: Optimization and Deep Reinforcement Learning Approa…☆11Updated 3 years ago
- DQN for 5G RAN Slicing☆15Updated 4 years ago
- Network slicing gym environment and a model-based RL agent with kernels☆63Updated last year
- Simulation code for EdgeGO -- A resource sharing framework for 6G edge computing in massive IoT systems, https://ieeexplore.ieee.org/docu…☆58Updated 3 years ago
- Deep Neural Network for Computation Rate Maximization in Wireless Powered Mobile-Edge Computing System☆56Updated 6 years ago
- According to considering the delay or not for two scenarios, eMBB and URLLC service, observe the wireless resource allocation distributio…☆22Updated 4 years ago
- Latency Equalization Policy of End-to-End Network Slicing Based on Reinforcement Learning☆18Updated 2 years ago