no code implementations • 6 Dec 2023 • Xiaobo Hu, Youfang Lin, Hehe Fan, Shuo Wang, Zhihao Wu, Kai Lv
To this end, an agent needs to 1) learn a piece of certain knowledge about the relations of object categories in the world during training and 2) look for the target object based on the pre-learned object category relations and its moving trajectory in the current unseen environment.
no code implementations • 4 Dec 2023 • Xiaobo Hu, Youfang Lin, Yue Liu, Jinwen Wang, Shuo Wang, Hehe Fan, Kai Lv
Visual reinforcement learning has proven effective in solving control tasks with high-dimensional observations.
2 code implementations • CVPR 2023 • Jiarui Lei, Xiaobo Hu, Yue Wang, Dong Liu
During industrial processing, unforeseen defects may arise in products due to uncontrollable factors.
Ranked #5 on Anomaly Detection on BTAD (using extra training data)
no code implementations • 29 Nov 2021 • Xiaobo Hu, Youfang Lin, Shuo Wang, Zhihao Wu, Kai Lv
ACRG is a highly effective structure that consists of two relationships, i. e., the horizontal relationship among objects and the distance relationship between the agent and objects .