A comparative review on multi-modal sensors fusion based on deep learning

Q Tang, J Liang, F Zhu - Signal Processing, 2023 - Elsevier
The wide deployment of multi-modal sensors in various areas generates vast amounts of
data with characteristics of high volume, wide variety, and high integrity. However, traditional …

A review on the effectiveness of machine learning and deep learning algorithms for collaborative robot

M Sajwan, S Singh - Archives of Computational Methods in Engineering, 2023 - Springer
More and more, we may expect to see robots working side by side with humans as
technology advances. Collaborative robot (cobot) is a methodology that investigates the …

Imitation learning for nonprehensile manipulation through self-supervised learning considering motion speed

Y Saigusa, S Sakaino, T Tsuji - IEEE Access, 2022 - ieeexplore.ieee.org
Robots are expected to replace menial tasks such as housework. Some of these tasks
include nonprehensile manipulation performed without gras** objects. Nonprehensile …

Deep predictive learning: Motion learning concept inspired by cognitive robotics

K Suzuki, H Ito, T Yamada, K Kase, T Ogata - ar** and
challenging area in embodied AI. It is crucial for advancing next-generation intelligent robots …

Understanding physical effects for effective tool-use

Z Zhang, Z Jiao, W Wang, Y Zhu… - IEEE Robotics and …, 2022 - ieeexplore.ieee.org
We present a robot learning and planning framework that produces an effective tool-use
strategy with the least joint efforts, capable of handling objects different from training …

Gater: Learning grasp-action-target embeddings and relations for task-specific gras**

M Sun, Y Gao - IEEE Robotics and Automation Letters, 2021 - ieeexplore.ieee.org
Intelligent service robots require the ability to perform a variety of tasks in dynamic
environments. Despite the significant progress in robotic gras**, it is still a challenge for …

[HTML][HTML] Multimodal fusion recognition for digital twin

T Zhou, X Zhang, B Kang, M Chen - Digital Communications and Networks, 2024 - Elsevier
The digital twin is the concept of transcending reality, which is the reverse feedback from the
real physical space to the virtual digital space. People hold great prospects for this emerging …