zhouyou-gu / drl-5g-schedulerLinks
Codes for paper "Knowledge-Assisted Deep Reinforcement Learning in 5G Scheduler Design: From Theoretical Framework to Implementation"
☆39Updated 9 months ago
Alternatives and similar repositories for drl-5g-scheduler
Users that are interested in drl-5g-scheduler are comparing it to the libraries listed below
Sorting:
- Network slicing gym environment and a model-based RL agent with kernels☆61Updated last year
- 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
- Source Codes for: DeepSlicing: Deep Reinforcement Learning Assisted Resource Allocation for Network Slicing☆61Updated 4 years ago
- The is a research project I am working on :)☆61Updated 2 years ago
- ☆21Updated 5 years ago
- An Algorithm for making handoff decisions in a sliced 5G network☆43Updated 4 years ago
- A Framework for Safe and Accelerated Reinforcement Learning-based Radio Resource Management☆18Updated 3 years ago
- Admission Control and Resource Allocation mechanism for 5G Core Network Slicing based on Reinforcement Learning and Deep Learning☆43Updated 3 years ago
- D2D communication as a multi-agents system, and power control is achieved by maximizing system capacity while maintaining the requirement…☆34Updated 6 years ago
- Deep Reinforcement Learning (DRL) based Dynamic Spectrum Access (DSA) using Reservoir Computing (RC) (In IoT-J-2019)☆50Updated 5 years ago
- Project regarding Resource allocation using RL☆21Updated 5 years ago
- Code containing RRM simulation using RL in a scenario with RAN slicing.☆22Updated 2 years ago
- Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks☆33Updated 4 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
- Contains Implementation of Paper " S Wang, H Liu, P H Gomes, and B Krishnamachari ; Deep Reinforcement Learning for Dynamic Multichannel …☆57Updated 6 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
- 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
- Reinforced Learning for NS3 in Cognitive Radio spectrum selection☆11Updated 4 years ago
- Repository for the ns3 implementation of enhanced Q-routing with QoS☆20Updated 5 years ago
- A 5G Multi-Slice Cell Capacity Simulator based on Python☆22Updated 6 months ago
- ☆11Updated 4 years ago
- ☆35Updated 8 years ago
- DQN based Handover Optimization for LEO Satellites in NTN☆51Updated 2 years ago
- 4G/5G network simulation with UE handovers☆77Updated 3 years ago
- Matlab code for the simulation of my paper entitled "Joint Resource and Admission Management for Slice-enabled Networks"☆36Updated 4 years ago
- MATLAB and NS3 co-simulation☆81Updated 6 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 project is created for the simulations of the paper: [Wang2021] Wenbo Wang, Amir Leshem, Dusit Niyato and Zhu Han, "Decentralized L…☆33Updated 4 years ago
- Code for the paper: GAN-powered deep distributional reinforcement learning for resource management in network slicing☆27Updated 5 years ago