1 code implementation • NeurIPS 2021 • Yu-Xuan Huang, Wang-Zhou Dai, Le-Wen Cai, Stephen Muggleton, Yuan Jiang
To utilize the raw inputs and symbolic knowledge simultaneously, some recent neuro-symbolic learning methods use abduction, i. e., abductive reasoning, to integrate sub-symbolic perception and logical inference.
no code implementations • 17 Sep 2019 • Hongtu Zhou, Xinneng Yang, Enwei Zhang, Junqiao Zhao, Le-Wen Cai, Chen Ye, Yan Wu
Real-time multi-target path planning is a key issue in the field of autonomous driving.
no code implementations • 8 Sep 2018 • Peng Zhao, Le-Wen Cai, Zhi-Hua Zhou
In many real-world applications, data are often collected in the form of stream, and thus the distribution usually changes in nature, which is referred as concept drift in literature.