CyberBarbarian / SatelliteMARS
Multi-Agent Reinforcement learning for Satellite scheduling,基于stk11的多智能体强化学习卫星调度实验
☆30Updated 4 months ago
Alternatives and similar repositories for SatelliteMARS:
Users that are interested in SatelliteMARS are comparing it to the libraries listed below
- The code about this final project (Online scheduling of image satellites based on deep reinforcement learning)☆17Updated 3 years ago
- 基于深度强化学习算法实现多星对区域目标观测的规划☆15Updated last year
- [JSAC 2018] Energy-Efficient UAV Control for Effective and Fair Communication Coverage: A Deep Reinforcement Learning Approach☆98Updated 11 months 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。☆43Updated last year
- ☆22Updated 2 years ago
- Codes for paper of 'Solving job scheduling problems in a resource preemption environment with multi-agent reinforcement learning'☆40Updated 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…☆66Updated 4 years ago
- A solution for Dynamic Spectrum Management in Mission-Critical UAV Networks using Team Q learning as a Multi-Agent Reinforcement Learning…☆61Updated 4 years ago
- Code implementation of "Cooperative Trajectory Design of Multiple UAV Base Stations with Heterogeneous Graph Neural Networks".☆86Updated last year
- Python implementation of DDQN multi-UAV data harvesting☆166Updated 3 years ago
- Deep Reinforcement Learning for UAV Routing in The Presence of Multiple Charging Stations☆23Updated last year
- Codes for the paper "AoI-Aware Resource Allocation for Platoon-Based C-V2X Networks via Multi-Agent Multi-Task Reinforcement Learning"☆52Updated last year
- created an environment of 10*10 grid and 4 UAVs to carry out coverage path planning cooperatively☆85Updated 3 years ago
- 采用DDQN算法进行二维网格无人机的数据收集DH(多智能体)和区域覆盖CPP(单智能体)的算法,深度学习框架采用pytorch☆26Updated last year
- 多代理(Multi agent)强化学习Qlearning算法在多目标探测问题(任务分配+功率优化)中的应用☆26Updated 5 years ago
- This is the code of the moddpg algorithm for UAV-assisted data collection and energy harvesting.☆32Updated 3 years ago
- UAV path planning for data gathering using reinforcement learning, i.e. Q-learning.☆6Updated last year
- An OpenaAIGym-based framework allowing to test hybrid approaches (RL + path planning) for multi-UAV systems that are supposed to provide …☆83Updated last year
- ALNS☆11Updated last year
- ☆18Updated last year
- ☆35Updated 3 years ago
- Deep Reinforcement Learning for Satellite Constellation Planning☆15Updated 10 months ago
- This repository contains an implementation of a UAV-based task offloading model using the Multi-Agent Deep Deterministic Policy Gradient …☆85Updated last month
- Deep Reinforcement Learning tool that places Unmanned Aerial Vehicles☆15Updated 2 years ago
- UAV-based MEC to maximize user throughput via reinforcement learning☆94Updated 6 years ago
- 无人机动态覆盖控制;1. 实现了一个无人机点覆盖环境;2. 给出了无人机连通保持规则;3. 给出了基于MARL的控制算法☆46Updated 5 months ago
- An optimized DDPG algorithm for autonomous path planning of UAV in network-unavailable environment☆33Updated 2 years ago
- Multiple Cooperative Task Allocation on Group-oriented Cooperative Crowdsensing☆23Updated 3 years ago
- Satellite scheduling optimization using an Hybrid Genetic Algorithm☆23Updated 6 years ago
- UAV trajectory design (DQN)☆13Updated 3 years ago