This repository presents a multi-agent reinforcement learning approach for energy-efficient collaborative control of base stations in 5G networks.
☆33Oct 22, 2024Updated 2 years ago
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☆15Jun 17, 2018Updated 8 years ago
- Admission Control and Resource Allocation mechanism for 5G Core Network Slicing based on Reinforcement Learning and Deep Learning☆46Jul 7, 2022Updated 4 years ago
- Dynamic channel allocation in cellular networks by reinforcement learning☆18May 25, 2022Updated 4 years ago
- Bachelor's thesis: energy-efficient power allocation in massive MIMO (Dinkelbach + water-filling), MATLAB☆27Oct 16, 2026Updated 2 weeks ago
- Reinforcement learning for resource allocation in wireless networks☆55Jun 8, 2026Updated 4 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Provides a lot of basic functionality for our algorithms for the Virtual Network Embedding Problem (VNEP).☆12May 3, 2020Updated 6 years ago
- Reinforcement Learning tool for Network Slice Placement problems☆28May 4, 2024Updated 2 years ago
- ☆19Dec 18, 2019Updated 6 years ago
- ☆10Jun 27, 2025Updated last year
- Deep Q network-based power allocation for multi-cell massive MIMO cellular network.☆20Apr 11, 2026Updated 6 months ago
- ☆39Sep 10, 2022Updated 4 years ago
- Repository for 5G-Monarch paper☆12Jan 16, 2026Updated 9 months ago
- ☆19Jan 1, 2023Updated 3 years ago
- Task Scheduler based on Reinforcement Learning (RL) that allocates re-routing computation into the appropriate network element (edge nod…☆20Oct 23, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Code for the following publication: F. B. Mismar, J. Choi, and B. L. Evans, "A Framework for Automated Cellular Network Tuning with Rein…☆26Oct 10, 2019Updated 7 years ago
- Repository for working with Kubeflow and RL☆10Feb 18, 2018Updated 8 years ago
- A module that can be used to model and simulate O-RAN-like behavior in ns-3.☆58May 26, 2026Updated 5 months ago
- Implementation of deep reinforcement learning for optimizing the beams and predicting the blockage events☆17Nov 8, 2020Updated 5 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
- Code containing RRM simulation using RL in a scenario with RAN slicing.☆23Sep 2, 2023Updated 3 years ago
- ☆14Jan 29, 2023Updated 3 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
- 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
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- The folder contains NS-3 simulations for Mobility Robustness Optimization in Small Cell Networks☆11Dec 15, 2020Updated 5 years ago
- Simulation code for "Cell-Free Massive MIMO in O-RAN: Energy-Aware Joint Orchestration of Cloud, Fronthaul, and Radio Resources," by Özle…☆35Jan 7, 2025Updated last year
- Deep Reinforcement Learning for Dynamic Multicahnnel Access in Wireless Networks☆14Oct 1, 2017Updated 9 years ago
- This repository contains list of publications on the application of Graph Neural Network in Wireless Communication☆21Nov 5, 2024Updated last year
- Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks☆33Nov 21, 2021Updated 4 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 3 years ago
- Source code for the paper <Joint Control of Manufacturing and Onsite Microgrid System via Novel Neural-Network Integrated Reinforcement L…☆27Jan 23, 2024Updated 2 years ago
- Code implementation for our paper "Decentralized Routing and Radio Resource Allocation in Wireless Ad Hoc Networks via Graph Reinforcemen…☆35Apr 25, 2024Updated 2 years ago
- A dqn application for using in wlan☆17Feb 23, 2018Updated 8 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Deep Reinforcement Learning for Joint Spectrum and Power Allocation in Cellular Networks code☆90Jul 27, 2020Updated 6 years ago
- The Incremental Deployment Method of Segment Routing over an IPv6 (SRv6) Network Based on Graph Neural Network (GNN) and Multi-Agent Rein…☆16Jan 24, 2025Updated last year
- 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
- Master Thesis☆11Jan 28, 2023Updated 3 years ago
- Latency Equalization Policy of End-to-End Network Slicing Based on Reinforcement Learning☆19Jul 15, 2023Updated 3 years ago
- 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
- ☆24Dec 30, 2022Updated 3 years ago