AI-GOMS: Large AI-Driven Global Ocean Modeling System

no code implementations • 6 Aug 2023 • Wei Xiong, Yanfei Xiang, Hao Wu, Shuyi Zhou, Yuze Sun, Muyuan Ma, Xiaomeng Huang

Here, we present AI-GOMS, a large AI-driven global ocean modeling system, for accurate and efficient global ocean daily prediction.

Intelligent model for offshore China sea fog forecasting

no code implementations • 20 Jul 2023 • Yanfei Xiang, Qinghong Zhang, Mingqing Wang, Ruixue Xia, Yang Kong, Xiaomeng Huang

Accurate and timely prediction of sea fog is very important for effectively managing maritime and coastal economic activities.

Ensemble Learning

RMBench: Benchmarking Deep Reinforcement Learning for Robotic Manipulator Control

1 code implementation • 20 Oct 2022 • Yanfei Xiang, Xin Wang, Shu Hu, Bin Zhu, Xiaomeng Huang, Xi Wu, Siwei Lyu

Reinforcement learning is applied to solve actual complex tasks from high-dimensional, sensory inputs.

Benchmarking Data Augmentation +2