Happymic / SkyNetRL-Multi-Agent-Reinforcement-Learning-for-Space-Air-Ground-Networks
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.
☆15Updated last month
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
- Codes for the paper "AoI-Aware Resource Allocation for Platoon-Based C-V2X Networks via Multi-Agent Multi-Task Reinforcement Learning"☆61Updated last year
- Deep Q Network-based scheduling over two-hop wireless channels.☆15Updated 4 years ago
- ☆24Updated 2 years ago
- This repository implements the proposed method from IEEE 2020 Paper Multi-Agent Reinforcement Learning Based Resource Allocation for UAV …☆31Updated last year
- code for☆10Updated 4 years ago
- 论文UAV relay in VANETs against smart jamming with reinforcement learning DQN版本☆25Updated 3 years ago
- This repository contains the Python implementation of our submitted paper titled "Deep Reinforcement Learning for Joint Trajectory and Co…☆12Updated 9 months ago
- Decision making using Reinforcement Learning☆22Updated 5 years ago
- Code implementation of "Cooperative Trajectory Design of Multiple UAV Base Stations with Heterogeneous Graph Neural Networks".☆89Updated 2 years ago
- [ToN 2024] Ensuring Threshold AoI for UAV-assisted Mobile Crowdsensing by Multi-Agent Deep Reinforcement Learning with Transformer☆28Updated last year
- This is the code of the moddpg algorithm for UAV-assisted data collection and energy harvesting.☆34Updated 3 years ago
- [TMC 2023] Delay-Sensitive Energy-Efficient UAV Crowdsensing by Deep Reinforcement Learning☆49Updated 2 years ago
- Implementation of the article 'A Strategic Game for Task Offloading among Capacitated UAV-mounted Cloudlets'☆13Updated 2 years ago
- Multi-agent Deep Reinforcement Learning for Efficient Computation Offloading in Mobile Edge Computing☆13Updated last year
- UAV offloading based on QMIX☆12Updated last year
- ☆24Updated last year
- A TD3 APPROACH IN OFFLOADING TRAFFIC FOR UAV-ASSISTED MOBILE EDGE COMPUTING☆34Updated last year
- ☆17Updated 2 years ago
- Code for the paper 'Multi-Agent Reinforcement Learning in NOMA-Aided UAV Networks for Cellular Offloading'☆84Updated 2 years ago
- Simulation code for the paper "Resource Allocation in V2X Networks: From Classical Optimization to Machine Learning-based Solutions"☆15Updated last year
- [TSC'23 - HRL-ACRA] Implementation of our paper "Joint Admission Control and Resource Allocation of Virtual Network Embedding via Hierarc…☆23Updated 10 months ago
- ☆48Updated 4 years ago
- my code for paper Parameterized-DQN☆21Updated 4 years ago
- ☆30Updated last year
- Code for the paper On-Policy vs. Off-Policy Deep Reinforcement Learning for Resource Allocation in Open Radio Access Network☆33Updated 3 years ago
- MEC task offloading(change ddpg into SAC)☆19Updated 2 years ago
- JOINT RESOURCE ALLOCATION AND TRAJECTORY OPTIMIZATION FOR MULTI-UAV-ASSISTED MULTI-ACCESS MOBILE EDGE COMPUTING☆26Updated last year
- D3QN framework for distributed resource allocation☆16Updated 9 months ago
- ☆44Updated last year
- ☆18Updated last year