Search Results for author: Xiaojun Duan

Found 3 papers, 0 papers with code

From Fourier to Neural ODEs: Flow Matching for Modeling Complex Systems

no code implementations19 May 2024 Xin Li, Jingdong Zhang, Qunxi Zhu, Chengli Zhao, Xue Zhang, Xiaojun Duan, Wei Lin

We then incorporate the estimated spatial gradients as additional inputs to a neural network.

CIM-PPO:Proximal Policy Optimization with Liu-Correntropy Induced Metric

no code implementations20 Oct 2021 Yunxiao Guo, Han Long, Xiaojun Duan, Kaiyuan Feng, Maochu Li, Xiaying Ma

As an algorithm based on deep reinforcement learning, Proximal Policy Optimization (PPO) performs well in many complex tasks and has become one of the most popular RL algorithms in recent years.

Identifying the module structure of swarms using a new framework of network-based time series clustering

no code implementations Engineering Applications of Artificial Intelligence 2021 Kongjing Gu, Ziyang Mao, Xiaojun Duan, Guanlin Wu, Liang Yan

In summary, the proposed framework is a flexible and scalable time series clustering method that can solve various time series clustering problems especially the trajectory clustering of the UAV swarm and has great potential for general time series analysis.

Clustering Time Series +2

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