Happymic / SkyNetRL-Multi-Agent-Reinforcement-Learning-for-Space-Air-Ground-NetworksLinks
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.
☆24Updated 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
Sorting:
- Codes for the paper "AoI-Aware Resource Allocation for Platoon-Based C-V2X Networks via Multi-Agent Multi-Task Reinforcement Learning"☆63Updated 2 years ago
- A TD3 APPROACH IN OFFLOADING TRAFFIC FOR UAV-ASSISTED MOBILE EDGE COMPUTING☆39Updated last year
- Code for the paper 'Multi-Agent Reinforcement Learning in NOMA-Aided UAV Networks for Cellular Offloading'☆88Updated 2 years ago
- 论文UAV relay in VANETs against smart jamming with reinforcement learning DQN版本☆26Updated 3 years ago
- This is the code of the moddpg algorithm for UAV-assisted data collection and energy harvesting.☆34Updated 3 years ago
- JOINT RESOURCE ALLOCATION AND TRAJECTORY OPTIMIZATION FOR MULTI-UAV-ASSISTED MULTI-ACCESS MOBILE EDGE COMPUTING☆29Updated last year
- Code implementation of "Cooperative Trajectory Design of Multiple UAV Base Stations with Heterogeneous Graph Neural Networks".☆93Updated 2 years ago
- This repository implements the proposed method from IEEE 2020 Paper Multi-Agent Reinforcement Learning Based Resource Allocation for UAV …☆33Updated 2 years ago
- Deep Q Network-based scheduling over two-hop wireless channels.☆16Updated 4 years ago
- [TSC'23 - HRL-ACRA] Implementation of our paper "Joint Admission Control and Resource Allocation of Virtual Network Embedding via Hierarc…☆27Updated last month
- ☆20Updated 2 years ago
- This repository contains an implementation of a UAV-based task offloading model using the Multi-Agent Deep Deterministic Policy Gradient …☆116Updated last week
- HAPS-UAV-Enabled Heterogeneous Networks: A Deep Reinforcement Learning Approach☆14Updated last year
- ☆14Updated 10 months ago
- MEC task offloading(change ddpg into SAC)☆20Updated 3 years ago
- Evaluation code and mathematic details of our paper in IEEE Communications Magazine: ''When the User-Centric Network Meets Mobile Edge Co…☆51Updated 3 months ago
- Use of reinforcement learning and deep reinforcement learning algorithms to optimize the UAV based cellular network for higher throughput…☆21Updated 3 months ago
- ☆26Updated 2 years ago
- ☆20Updated 2 years ago
- ☆23Updated 5 years ago
- UAV offloading based on QMIX☆14Updated last year
- ☆48Updated last year
- Source code of the paper "Deep Reinforcement Learning-Based Online Resource Management for UAV-Assisted Edge Computing With Dual Connecti…☆76Updated 11 months ago
- ☆26Updated 2 years ago
- ☆20Updated 6 months ago
- [TMC 2023] Delay-Sensitive Energy-Efficient UAV Crowdsensing by Deep Reinforcement Learning☆54Updated 3 years ago
- ☆52Updated 5 years ago
- This repository contains the implementation codes of deep reinforcement learning (DRL) in user association and resource allocation in het…☆71Updated 4 years ago
- ☆20Updated 2 years ago
- Distributed Resource Allocation with Multi-Agent Deep Reinforcement Learning for 5G-V2V Communication☆126Updated 4 years ago