nobodymx / Resilient-swarm-communications-with-meta-graph-convolutional-networks
Meta graph convolutional neural network-assisted resilient swarm communications
☆81Updated 11 months ago
Related projects ⓘ
Alternatives and complementary repositories for Resilient-swarm-communications-with-meta-graph-convolutional-networks
- The Python code for simultaneous navigation and radio mapping for cellular-connected UAV with deep reinforcement learning☆53Updated 4 years ago
- [JSAC 2018] Energy-Efficient UAV Control for Effective and Fair Communication Coverage: A Deep Reinforcement Learning Approach☆88Updated 8 months ago
- Optimal Multihop Ad-hoc Route Deployment☆38Updated last year
- This repository implements the proposed method from IEEE 2020 Paper Multi-Agent Reinforcement Learning Based Resource Allocation for UAV …☆20Updated last year
- JCAS☆14Updated 2 years ago
- ☆24Updated last year
- AlirezaShamsoshoara / Multi-Independent-Agent-Reinforcement-Learning-UAV-Autonomous-Spectrum-QLearningAn Autonomous Spectrum Management Scheme for Unmanned Aerial Vehicle Networks in Disaster Relief Operations using Multi Independent Agent…☆61Updated 3 years ago
- UAV-based Cellular-Communication: Multi-Agent Deep Reinforcement Learning for Interference Management☆35Updated last year
- created an environment of 10*10 grid and 4 UAVs to carry out coverage path planning cooperatively☆80Updated 3 years ago
- ☆16Updated last year
- ☆21Updated 2 years ago
- The first unofficial implementation of a paper with the title of "UAV Trajectory Planning for Data Collection from Time-Constrained IoT D…☆61Updated last year
- Code implementation of "Cooperative Trajectory Design of Multiple UAV Base Stations with Heterogeneous Graph Neural Networks".☆75Updated last year
- An optimized DDPG algorithm for autonomous path planning of UAV in network-unavailable environment☆29Updated 2 years ago
- Simulation and documentations of Multiple UAV TPC optimization☆39Updated 4 years ago
- ☆14Updated 3 years ago
- A solution for Dynamic Spectrum Management in Mission-Critical UAV Networks using Team Q learning as a Multi-Agent Reinforcement Learning…☆61Updated 3 years ago
- 论文UAV relay in VANETs against smart jamming with reinforcement learning DQN版本☆23Updated 3 years ago
- 基于深度强化学习技术(DRL),提出了结合D3QN算法和多步学习的无人机3D路径优化算法。为进一步优化算法,提出一种三维同步导航和无线电测绘(SNARM)新框架。☆37Updated last year
- ☆18Updated 2 years ago
- [ToN 2024] Ensuring Threshold AoI for UAV-assisted Mobile Crowdsensing by Multi-Agent Deep Reinforcement Learning with Transformer☆20Updated 9 months ago
- ☆21Updated 5 years ago
- An Autonomous UAV Assisted Communication in Remote Disaster Area using Imitation Learning (Behavioral Cloning)☆14Updated 3 years ago
- using actor-critic method to dealing with the path-planning UAV problem☆16Updated 5 years ago
- ☆11Updated last year
- [TMC 2023] Delay-Sensitive Energy-Efficient UAV Crowdsensing by Deep Reinforcement Learning☆40Updated 2 years ago
- Using DDPG agent to control UAV system with energy efficiency☆16Updated last year
- UAV-based MEC to maximize user throughput via reinforcement learning☆86Updated 5 years ago