AlirezaShamsoshoara / Reinforcement_Learning_Team_Q_learnig_MARL_Multi_Agent_UAV_Spectrum_taskLinks
A solution for Dynamic Spectrum Management in Mission-Critical UAV Networks using Team Q learning as a Multi-Agent Reinforcement Learning Approach
☆68Updated 4 years ago
Alternatives and similar repositories for Reinforcement_Learning_Team_Q_learnig_MARL_Multi_Agent_UAV_Spectrum_task
Users that are interested in Reinforcement_Learning_Team_Q_learnig_MARL_Multi_Agent_UAV_Spectrum_task are comparing it to the libraries listed below
Sorting:
- 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…☆68Updated 4 years ago
- An optimized DDPG algorithm for autonomous path planning of UAV in network-unavailable environment☆40Updated 3 years ago
- [JSAC 2018] Energy-Efficient UAV Control for Effective and Fair Communication Coverage: A Deep Reinforcement Learning Approach☆118Updated last year
- Python implementation of DDQN multi-UAV data harvesting☆188Updated 3 years ago
- ☆14Updated 2 years ago
- [TMC 2023] Delay-Sensitive Energy-Efficient UAV Crowdsensing by Deep Reinforcement Learning☆56Updated 3 years ago
- ☆18Updated 2 years ago
- Code implementation of "Cooperative Trajectory Design of Multiple UAV Base Stations with Heterogeneous Graph Neural Networks".☆96Updated 2 years ago
- created an environment of 10*10 grid and 4 UAVs to carry out coverage path planning cooperatively☆101Updated 3 years ago
- UAV trajectory design (DQN)☆20Updated 3 years ago
- using actor-critic method to dealing with the path-planning UAV problem☆19Updated 6 years ago
- ☆14Updated 3 years ago
- Deep Reinforcement Learning tool that places Unmanned Aerial Vehicles☆17Updated 2 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。☆57Updated 2 years ago
- During our participation in the Internship Exchange Program, my friend and I collaborated with the guidance of our esteemed supervisor fr…☆36Updated last year
- An Gym based enviroment to evaluate Multi Uav Task Alocation Algorithm☆11Updated last year
- Simulation and documentations of Multiple UAV TPC optimization☆47Updated 5 years ago
- ☆38Updated 3 years ago
- This is the source code of "Efficient training techniques for multi-agent reinforcement learning in combatant tasks".☆93Updated 4 years ago
- This is the code of the moddpg algorithm for UAV-assisted data collection and energy harvesting.☆37Updated 3 years ago
- ☆32Updated 2 years ago
- 论文UAV relay in VANETs against smart jamming with reinforcement learning DQN版本☆26Updated 3 years ago
- [ToN 2024] Ensuring Threshold AoI for UAV-assisted Mobile Crowdsensing by Multi-Agent Deep Reinforcement Learning with Transformer☆33Updated last year
- An OpenaAIGym-based framework allowing to test hybrid approaches (RL + path planning) for multi-UAV systems that are supposed to provide …☆110Updated last year
- Using DDPG agent to control UAV system with energy efficiency☆17Updated 2 years ago
- Code for Deep Reinforcement Learning Based UAV Path Planning Algorithm in Agricultural Time-Constrained Data Collection☆22Updated 2 years ago
- [ICDE 2022] Human-Drone Collaborative Spatial Crowdsourcing by Memory-Augmented Distributed Multi-Agent Deep Reinforcement Learning☆25Updated 3 years ago
- UAV-based MEC to maximize user throughput via reinforcement learning