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A comparative review on multi-modal sensors fusion based on deep learning
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 …
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
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 …
technology advances. Collaborative robot (cobot) is a methodology that investigates the …
Imitation learning for nonprehensile manipulation through self-supervised learning considering motion speed
Robots are expected to replace menial tasks such as housework. Some of these tasks
include nonprehensile manipulation performed without gras** objects. Nonprehensile …
include nonprehensile manipulation performed without gras** objects. Nonprehensile …
Deep predictive learning: Motion learning concept inspired by cognitive robotics
Understanding physical effects for effective tool-use
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 …
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 …
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 …
real physical space to the virtual digital space. People hold great prospects for this emerging …