Fernandovj / DeepSARALinks
Admission Control and Resource Allocation mechanism for 5G Core Network Slicing based on Reinforcement Learning and Deep Learning
☆42Updated 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☆31Updated 3 years ago
- Source Codes for: DeepSlicing: Deep Reinforcement Learning Assisted Resource Allocation for Network Slicing☆58Updated 4 years ago
- ☆11Updated 4 years ago
- Code for the paper On-Policy vs. Off-Policy Deep Reinforcement Learning for Resource Allocation in Open Radio Access Network☆34Updated 3 years ago
- Contains the code related to our paper on scheduling and resource allocation in wireless communications.☆44Updated 10 months ago
- Deep Reinforcement Learning (DRL) based Dynamic Spectrum Access (DSA) using Reservoir Computing (RC) (In IoT-J-2019)☆46Updated 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
- Matlab code for the simulation of my paper entitled "Joint Resource and Admission Management for Slice-enabled Networks"☆36Updated 4 years ago
- ☆42Updated last year
- This repository contains the implementation codes of deep reinforcement learning (DRL) in user association and resource allocation in het…☆73Updated 5 years ago
- RL-Wireless: Reinforcement learning-based resource allocation in wireless networks☆37Updated 10 months ago
- This is a repository for my Diploma Thesis on Wireless Communications at Aristotle University of Thessaloniki☆27Updated 3 years ago
- Robustness Evaluation of RL-based Algorithms for Resource Allocation in 5G Network Slicing☆14Updated last year
- J. Liu, X. Tao and J. Lu, "Mobility-Aware Centralized Reinforcement Learning for Dynamic Resource Allocation in HetNets," accepted by IEE…☆60Updated 5 years ago
- Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks☆111Updated 3 years ago
- Reinforced Learning for NS3 in Cognitive Radio spectrum selection☆11Updated 4 years ago
- DQN for 5G RAN Slicing☆15Updated 4 years ago
- Code for Globecom2020 paper: Resource Allocation based on Graph Neural Networks in Vehicular Communications☆58Updated 2 years ago
- Code implementation for our paper "Decentralized Routing and Radio Resource Allocation in Wireless Ad Hoc Networks via Graph Reinforcemen…☆29Updated last year
- Network slicing gym environment and a model-based RL agent with kernels☆54Updated 9 months ago
- Latency Equalization Policy of End-to-End Network Slicing Based on Reinforcement Learning☆15Updated 2 years ago
- Source code for the papers "Deep-reinforcement learning for fair distributed dynamic spectrum access in wireless networks" and "Deep‐rein…☆12Updated 2 years ago
- ☆20Updated 2 years ago
- ☆38Updated 3 years ago
- Resource allocation for Device-to-Device (D2D) communications using deep reinforcement learning.☆36Updated 5 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…☆19Updated 3 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…☆14Updated 2 years ago
- 20220427-use DQN and DDPG to allocation the NOMA resource☆59Updated 2 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
- Mobility-aware Dynamic Joint Power Control and Resource Allocation for D2D underlaying cellular networks☆15Updated 5 years ago