Springer Science and Business Media LLC
ESCI-ISI SCOPUS (2022-2023)
2731-538X
2731-5398
Cơ quản chủ quản: Springer Nature
Lĩnh vực:
Artificial IntelligenceAutomation & Control Systems
Các bài báo tiêu biểu
Brain-inspired Intelligent Robotics: Theoretical Analysis and Systematic ApplicationAbstract Traditional joint-link robots have been widely used in production lines because of their high precision for single tasks. With the development of the manufacturing and service industries, the requirement for the comprehensive performance of robotics is growing. Numerous types of bio-inspired robotics have been investigated to realize human-like motion contr... ...
- 2023
Offline Pre-trained Multi-agent Decision TransformerAbstract Offline reinforcement learning leverages previously collected offline datasets to learn optimal policies with no necessity to access the real environment. Such a paradigm is also desirable for multi-agent reinforcement learning (MARL) tasks, given the combinatorially increased interactions among agents and with the environment. However, in MARL, the paradig... ...
Tập 20 Số 2 - Trang 233-248 - 2023
A Novel Attention-based Global and Local Information Fusion Neural Network for Group Recommendation
- 2022
Robust Local Light Field Synthesis via Occlusion-aware Sampling and Deep Visual Feature FusionAbstract Novel view synthesis has attracted tremendous research attention recently for its applications in virtual reality and immersive telepresence. Rendering a locally immersive light field (LF) based on arbitrary large baseline RGB references is a challenging problem that lacks efficient solutions with existing novel view synthesis techniques. In this work, we a... ...
- 2023
Deep Industrial Image Anomaly Detection: A SurveyAbstract The recent rapid development of deep learning has laid a milestone in industrial image anomaly detection (IAD). In this paper, we provide a comprehensive review of deep learning-based image anomaly detection techniques, from the perspectives of neural network architectures, levels of supervision, loss functions, metrics and datasets. In addition, we extract... ...
- 2024