Search Results for author: Kai Du

Found 6 papers, 1 papers with code

Integration of cognitive tasks into artificial general intelligence test for large models

no code implementations4 Feb 2024 Youzhi Qu, Chen Wei, Penghui Du, Wenxin Che, Chi Zhang, Wanli Ouyang, Yatao Bian, Feiyang Xu, Bin Hu, Kai Du, Haiyan Wu, Jia Liu, Quanying Liu

During the evolution of large models, performance evaluation is necessarily performed to assess their capabilities and ensure safety before practical application.

Counterfactual Graph Transformer for Traffic Flow Prediction

no code implementations1 Aug 2023 Ying Yang, Kai Du, Xingyuan Dai, Jianwu Fang

We design a perturbation mask generator over input sensor features at the time dimension and the graph structure on the graph transformer module to obtain spatial and temporal counterfactual explanations.

counterfactual

UAV Obstacle Avoidance by Human-in-the-Loop Reinforcement in Arbitrary 3D Environment

1 code implementation7 Apr 2023 Xuyang Li, Jianwu Fang, Kai Du, Kuizhi Mei, Jianru Xue

This paper focuses on the continuous control of the unmanned aerial vehicle (UAV) based on a deep reinforcement learning method for a large-scale 3D complex environment.

Continuous Control reinforcement-learning

Permutable SOS (Symmetry Operational Similarity)

no code implementations8 Jan 2021 Sang-Wook Cheong, Seongjoon Lim, Kai Du, Fei-Ting Huang

Based on symmetry consideration, quasi-one-dimensional (1D) objects, relevant to numerous observables or phenomena, can be classified into eight different types.

Mesoscale and Nanoscale Physics

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