A multi-agent reinforcement learning framework for optimizing coverage and connectivity in Space-Air-Ground integrated networks. This project simulates and trains intelligent agents to coordinate satellites, UAVs, and ground stations for efficient network deployment.
☆61Feb 26, 2026Updated 3 months ago
Alternatives and similar repositories for SkyNetRL-Multi-Agent-Reinforcement-Learning-for-Space-Air-Ground-Networks
Users that are interested in SkyNetRL-Multi-Agent-Reinforcement-Learning-for-Space-Air-Ground-Networks are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Baseline simulator for Space-Air-Ground Integrated Networks (SAGIN), modeling joint content caching and task offloading by IoT, UAVs, and…☆52Aug 25, 2025Updated 9 months ago
- UAV offloading based on QMIX☆17Oct 12, 2023Updated 2 years ago
- DQN based Handover Optimization for LEO Satellites in NTN☆56Oct 30, 2023Updated 2 years ago
- The current generation of LEO constellations assumes that each LEO satellite covers a ground area regardless of the number of end users o…☆44Jul 26, 2020Updated 5 years ago
- This algorithm is a dynamic load balancing routing algorithm for GEO/LEO hybrid satellite networks.☆49Jun 21, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A mobile robot network routing protocol based on multi-agent reinforcement learning.☆15Jun 28, 2021Updated 4 years ago
- Multi-Agent Deep Reinforcement Learning (MA-DRL) Routing Simulator for satellite networks☆149May 31, 2026Updated last week
- Python implementation for Zone Routing Protocol for satellite network☆13Jan 4, 2024Updated 2 years ago
- 論文實現框架的code☆17Apr 28, 2023Updated 3 years ago
- Repository containing code for our paper Y. Zhang, D. Jiang, F. Shao, T. Wu, X. Liang and J. Chen, "Metaheuristic-Based Beam Scheduling S…☆27Apr 16, 2025Updated last year
- A multi-uav formation control algorithm for tracking a dynamic target☆19Dec 19, 2024Updated last year
- Patent : An anti-jamming communication method for unmanned cluster based on meta-reinforcement learning☆29Oct 29, 2024Updated last year
- satellite routing☆17Mar 1, 2020Updated 6 years ago
- An open-source, flexible, and easy-to-use satellite network simulator, supporting complex scenario design, model-driven dynamic links, ne…☆19May 9, 2026Updated 3 weeks ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- A generator for constructing dynamic network topology. This generator can support routing or transport research on network topology with …☆32Aug 15, 2020Updated 5 years ago
- Multi objective optimization-based routing algorithm for SDN networks☆20Aug 31, 2020Updated 5 years ago
- HAPS-UAV-Enabled Heterogeneous Networks: A Deep Reinforcement Learning Approach☆16Jul 13, 2023Updated 2 years ago
- Deep reinforcement learning algorithms implemented using PyTorch, including DQN、DDPG、PPO、SAC、DDQN、Noisy-DQN.☆41Oct 17, 2025Updated 7 months ago
- This repository contains an implementation of a UAV-based task offloading model using the Multi-Agent Deep Deterministic Policy Gradient …☆166Dec 29, 2025Updated 5 months ago
- DEAL: Distributed Energy-Aware Load Balancing Routing Algorithm for LEO Satellite Network☆17Aug 31, 2021Updated 4 years ago
- Packet Routing Simulator for Multi-Agent Reinforcement Learning☆27Jul 23, 2024Updated last year
- I have developed a custom environment using OpenAI Gym in Python for simulating a 5G wireless communication channel as part of a reinforc…☆14Mar 27, 2024Updated 2 years ago
- ☆15Jul 16, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆24Updated this week
- Source code for ComNet paper: Satellite multi-beam multicast support for an efficient community-based CDN☆10Jul 26, 2022Updated 3 years ago
- ☆11Dec 31, 2024Updated last year
- ☆34Dec 18, 2023Updated 2 years ago
- Official Pytorch implementation of Soft-DRGN (IEEE trans on Mobile Computing 2022)☆47Jun 27, 2022Updated 3 years ago
- ☆64Oct 29, 2024Updated last year
- Implementation of the article 'A Strategic Game for Task Offloading among Capacitated UAV-mounted Cloudlets'☆13Jan 2, 2023Updated 3 years ago
- Deep Reinforcement Learning for Autonomous Drone Navigation☆41Oct 31, 2025Updated 7 months ago
- The python code for paper "Multi-objective Deep Reinforcement Learning for Mobile Edge Computing"☆126Jul 4, 2023Updated 2 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.
- Source code for "Knowledge-guided Evolutionary Algorithm for Multi-satellite Resource Scheduling Optimization"☆13Jan 2, 2024Updated 2 years ago
- Load balancing based on reinforcement learning.☆11Oct 11, 2020Updated 5 years ago
- [INFOCOM 2021] Mobile Crowdsensing for Data Freshness: A Deep Reinforcement Learning Approach☆16May 16, 2022Updated 4 years ago
- ☆16Feb 7, 2025Updated last year
- The Python implementation of the proposed framework in the paper Evolutionary Multi-Objective Deep Reinforcement Learning for Autonomous …☆33Aug 31, 2023Updated 2 years ago
- Implementation of Pareto Deep Q Networks in a multi-objective Gym Reinforcement Learning Environment☆17Jun 19, 2023Updated 2 years ago
- This is an Research project☆19Jan 4, 2025Updated last year