v-i-s-h / lte-rl
A fork of ns3 LTE module for reinforcement learning experiments
☆12Updated 8 years ago
Alternatives and similar repositories for lte-rl:
Users that are interested in lte-rl are comparing it to the libraries listed below
- A dqn application for using in wlan☆17Updated 7 years ago
- Codes for paper "Knowledge-Assisted Deep Reinforcement Learning in 5G Scheduler Design: From Theoretical Framework to Implementation"☆31Updated last year
- Deep Reinforcement Learning for Dynamic Multicahnnel Access in Wireless Networks☆12Updated 7 years ago
- ns3-gym for multi-agent☆33Updated 4 months ago
- Simulator used in the study "D2D frequency allocation using GADIA in a cellular network" (Matlab)☆13Updated 9 years ago
- Network slicing gym environment and a model-based RL agent with kernels☆46Updated 3 months ago
- Dynamic channel allocation in cellular networks by reinforcement learning☆17Updated 2 years ago
- Scripts for the "ITU-ML5G-PS-006: ML5G-PHY-Reinforcement learning: scheduling and resource allocation"☆30Updated 3 years ago
- OpenAI Gym Environments for the Application of Reinforcement Learning in the Simulation of Wireless Networked Feedback Control Loops☆12Updated 4 years ago
- Python Q learning implementations and application examples in wireless networks☆18Updated 8 years ago
- ☆34Updated 7 years ago
- simulation of "A novel reinforcement learning algorithm for virtual network emb e dding" paper☆18Updated 5 years ago
- Code for my publication: F. B. Mismar and B. L. Evans, "Deep Learning in Downlink Coordinated Multipoint in New Radio Heterogeneous Netwo…☆25Updated 5 years ago
- Code for "Contention Window Optimization in IEEE 802.11ax Networks with Deep Reinforcement Learning" article published at WCNC 2021.☆29Updated last year
- Contains Implementation of Paper " S Wang, H Liu, P H Gomes, and B Krishnamachari ; Deep Reinforcement Learning for Dynamic Multichannel …☆54Updated 5 years ago
- MilliCar - An ns-3 Module for mmWave NR V2X Networks☆43Updated last year
- Simlulation code for paper "Cooperative caching for spectrum access in cognitive radio networks".☆11Updated 7 years ago
- Reinforcement learning environment for MIMO communications.☆13Updated 3 years ago
- Implementing SDN based VANET simulated on Mininet-Wifi nodes - Socket programming to implement functionality as an application☆9Updated 6 years ago
- Repository for the ns3 implementation of enhanced Q-routing with QoS☆18Updated 4 years ago
- Look-Ahead Reinforcement Learning: network traffic engineering with preventive load balancing☆11Updated 5 years ago
- AI gym for SD-WAN☆10Updated 5 years ago
- A 5G Multi-Slice Cell Capacity Simulator based on Python☆23Updated last year
- Project regarding Resource allocation using RL☆20Updated 4 years ago
- This repository includes the idea of effective D2D Communication method using Matching theoretic approach☆12Updated 7 years ago
- Based on NS-3, design new GPSR routing protocols.☆13Updated 6 years ago
- Source code for "A Globally Optimal Energy-Efficient Power Control Framework and its Efficient Implementation in Wireless Interference Ne…☆46Updated 11 months ago
- optimal mode selection between normal cellular and D2D mode.☆9Updated 7 years ago
- ☆18Updated 4 years ago