This repository presents a multi-agent reinforcement learning approach for energy-efficient collaborative control of base stations in 5G networks.
☆33Oct 22, 2024Updated last year
Alternatives and similar repositories for Energy-Efficient-5G-RL
Users that are interested in Energy-Efficient-5G-RL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Resource Allocation and Interference Cancellation in D2D Communication☆16Jun 17, 2018Updated 8 years ago
- The folder contains NS-3 simulations for Mobility Robustness Optimization in Small Cell Networks☆11Dec 15, 2020Updated 5 years ago
- Power optimization in downlink and uplink 5G network☆27Jul 23, 2024Updated last year
- Reinforcement learning for resource allocation in wireless networks☆54Jun 8, 2026Updated last month
- Admission Control and Resource Allocation mechanism for 5G Core Network Slicing based on Reinforcement Learning and Deep Learning☆46Jul 7, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆19Dec 18, 2019Updated 6 years ago
- Deep Q network-based power allocation for multi-cell massive MIMO cellular network.☆20Apr 11, 2026Updated 3 months ago
- Dynamic channel allocation in cellular networks by reinforcement learning☆18May 25, 2022Updated 4 years ago
- ☆10Jun 27, 2025Updated last year
- A dqn application for using in wlan☆17Feb 23, 2018Updated 8 years ago
- This is the code for paper "AIHO: Enhancing Task Offloading and Reducing Latency in Serverless Multi-Edge-to-Cloud Systems".☆12Feb 3, 2024Updated 2 years ago
- Repository for 5G-Monarch paper☆11Jan 16, 2026Updated 6 months ago
- SYMBXRL: Symbolic Explainable Deep Reinforcement Learning for Mobile Networks☆22Apr 1, 2026Updated 3 months ago
- ☆40Sep 10, 2022Updated 3 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks☆33Nov 21, 2021Updated 4 years ago
- Simulation code for "Cell-Free Massive MIMO in O-RAN: Energy-Aware Joint Orchestration of Cloud, Fronthaul, and Radio Resources," by Özle…☆34Jan 7, 2025Updated last year
- ☆19Jan 1, 2023Updated 3 years ago
- Genetic algorithms for the placement of services in Fog domains☆14Apr 4, 2022Updated 4 years ago
- Code implementing the algorithm and the benchmark of the paper "Power Minimization of Downlink Spectrum Slicing for eMBB and URLLC Users"☆14Dec 1, 2022Updated 3 years ago
- Reinforcement Learning tool for Network Slice Placement problems☆28May 4, 2024Updated 2 years ago
- Official codes for "Training Deep Q-Network via Monte Carlo Tree Search for Adaptive Bitrate Control in Video Delivery"☆10Jul 21, 2023Updated 3 years ago
- ☆10Jul 13, 2023Updated 3 years ago
- Code containing RRM simulation using RL in a scenario with RAN slicing.☆23Sep 2, 2023Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Distributed Uplink Beamforming in Cell-Free Networks Using Deep Reinforcement Learning☆10Mar 20, 2021Updated 5 years ago
- Simulation code for "Energy Efficiency Maximization in Large-Scale Cell-Free Massive MIMO: A Projected Gradient Approach," IEEE Trans. Wi…☆19Oct 2, 2023Updated 2 years ago
- 基于强化学习的异构感知高能效联邦学习调度系统☆16Apr 13, 2024Updated 2 years ago
- We present a new comparative study of the paper from Hansson and Boyd Robust Optimal Control of Linear Discrete-Time Systems using Primal…☆13May 5, 2020Updated 6 years ago
- Code for the paper On-Policy vs. Off-Policy Deep Reinforcement Learning for Resource Allocation in Open Radio Access Network☆34Jan 22, 2022Updated 4 years ago
- OpenAI Gym Environments for the Application of Reinforcement Learning in the Simulation of Wireless Networked Feedback Control Loops☆15Feb 5, 2021Updated 5 years ago
- ☆14Jan 29, 2023Updated 3 years ago
- This is the GitHub meeting point for Dr. Campbell's Digital Humanities classes at Pitt-Greensburg.☆20Jul 8, 2026Updated last week
- Simulation code for "Downlink Power Control for Cell-Free Massive MIMO with Deep Reinforcement Learning" by Lirui Luo, Jiayi Zhang, Shuai…☆87Apr 7, 2022Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- This repository contains list of publications on the application of Graph Neural Network in Wireless Communication☆19Nov 5, 2024Updated last year
- A Mobile edge computing server placement algorithm, written from scratch for 5g server placement depending upon various KPIs across a ar…☆12Sep 14, 2022Updated 3 years ago
- A Framework for Safe and Accelerated Reinforcement Learning-based Radio Resource Management☆20Oct 1, 2022Updated 3 years ago
- Code for the paper 'Energy Efficiency in Reinforcement Learning for Wireless Sensor Networks'☆25Sep 26, 2018Updated 7 years ago
- Master Thesis☆11Jan 28, 2023Updated 3 years ago
- A Dynamic Graph-Based Scheduling and Interference Coordination Approach in Heterogeneous Cellular Networks中的对偶方法，在与作者（周力，zhouli2035@nudt.…☆21Dec 4, 2018Updated 7 years ago
- Digital-twin Network Service Pre-migration Scheme for Vehicular Edge Computing☆26Jul 15, 2023Updated 3 years ago