UAV Swarm Deployment and Trajectory for 3D Area Coverage via Reinforcement Learning

no code implementations • 21 Sep 2023 • Jia He, Ziye Jia, Chao Dong, Junyu Liu, Qihui Wu, Jingxian Liu

Unmanned aerial vehicles (UAVs) are recognized as promising technologies for area coverage due to the flexibility and adaptability.

Q-Learning

Similarity Grouping-Guided Neural Network Modeling for Maritime Time Series Prediction

no code implementations • 13 May 2019 • Yan Li, Ryan Wen Liu, Zhao Liu, Jingxian Liu

Reliable and accurate prediction of time series plays a crucial role in maritime industry, such as economic investment, transportation planning, port planning and design, etc.

Time Series Time Series Prediction