zhaozijie2022 / dynamic-coverage-control
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
☆48Updated 6 months ago
Alternatives and similar repositories for dynamic-coverage-control:
Users that are interested in dynamic-coverage-control are comparing it to the libraries listed below
- Use Multi-Agent Deep Deterministic Policy Gradient(DDPG) algorithm to find reasonable paths for ships☆33Updated 2 years ago
- Source code of paper "A Hierarchical Reinforcement Learning Algorithm Based on Attention Mechanism for UAV Autonomous Navigation"☆17Updated 2 years ago
- created an environment of 10*10 grid and 4 UAVs to carry out coverage path planning cooperatively☆90Updated 3 years ago
- Use Multi-agent Twin Delayed Deep Deterministic Policy Gradient(TD3) algorithm to find reasonable paths for ships☆61Updated 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。☆49Updated last year
- An OpenAIGym-based framework allowing to test Delay-Aware Deep Reinforcement Learning algorithms for cooperative multi-UAV systems in ful…☆38Updated 7 months ago
- The Python implementation of the proposed framework in the paper Evolutionary Multi-Objective Deep Reinforcement Learning for Autonomous …☆19Updated last year
- An OpenaAIGym-based framework allowing to test hybrid approaches (RL + path planning) for multi-UAV systems that are supposed to provide …☆91Updated last year
- Code for Deep Reinforcement Learning Based UAV Path Planning Algorithm in Agricultural Time-Constrained Data Collection☆18Updated last year
- Multi-UAV Adaptive Path Planning Using Deep Reinforcement Learning☆96Updated last year
- This is the source code of "Efficient training techniques for multi-agent reinforcement learning in combatant tasks".☆81Updated 4 years ago
- using actor-critic method to dealing with the path-planning UAV problem☆17Updated 5 years ago
- ☆14Updated last year
- Hierarchical and Stable Multiagent Reinforcement Learning for Cooperative Navigation Control☆7Updated 2 years ago
- An optimized DDPG algorithm for autonomous path planning of UAV in network-unavailable environment☆37Updated 2 years ago
- ☆21Updated 3 years ago
- 多智能体强化学习VDN、QMIX、QTRAN、QPLEX复现☆32Updated last year
- An Gym based enviroment to evaluate Multi Uav Task Alocation Algorithm☆11Updated last year
- Multi-UAV target round-up based on MADDPG☆120Updated last month
- POMG algorithm for large-scale pursuit game with partial observation and no communication.☆20Updated 3 weeks ago
- Python implementation of DDQN multi-UAV data harvesting☆173Updated 3 years ago
- Multi-Agent Deep Recurrent Q-Learning with Bayesian epsilon-greedy on AirSim simulator☆11Updated 2 years ago
- This code is for the paper titled Path Planning for the Dynamic UAV-aided Wireless Systems Using Monte Carlo Tree Search, which is under…☆27Updated 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☆29Updated last year
- ☆14Updated 2 years ago
- code for `Autonomous navigation of UAV in multi-obstacle environments based on a Deep Reinforcement Learning approach'☆31Updated 11 months ago
- ☆30Updated last year
- AI4IS / Multi-Dimensional-Decision-Making-for-UAV-Air-Combat-Based-on-Hierarchical-Reinforcement-LearningThis project is the partially open source code of EI thesis Multi-Dimensional Decision-Making for UAV Air Combat Based on Hierarchical Re…☆12Updated 11 months ago
- Multi Agent SAC and DDPG applied to path finding in a 3-dimensional grid☆12Updated 3 years ago
- Attempt to reproduce and improve the implementation of the paper 'Improving Multi-Target Cooperative Tracking Guidance for UAV Swarms Usi…☆33Updated 9 months ago