Recent progress in modeling and control of bio-inspired fish robots

B Sun, W Li, Z Wang, Y Zhu, Q He, X Guan… - Journal of Marine …, 2022 - mdpi.com
Compared with traditional underwater vehicles, bio-inspired fish robots have the advantages
of high efficiency, high maneuverability, low noise, and minor fluid disturbance. Therefore …

A novel and accurate BiLSTM configuration controller for modular soft robots with module number adaptability

Z Chen, M Bernabei, V Mainardi, X Ren, G Ciuti… - Soft …, 2024 - liebertpub.com
Modular soft robots (MSRs) exhibit greater potential for sophisticated tasks compared with
single-module robots. However, the modular structure incurs the complexity of accurate …

Trimmed helicoids: an architectured soft structure yielding soft robots with high precision, large workspace, and compliant interactions

Q Guan, F Stella, C Della Santina, J Leng, J Hughes - npj Robotics, 2023 - nature.com
The development and use of architectured structures is changing the means by which we
design and fabricate soft robots. These materials utilize their topology and geometry to …

Design, Manufacturing, and Open-Loop Control of a Soft Pneumatic Arm

JF García-Samartín, A Rieker, A Barrientos - Actuators, 2024 - mdpi.com
Soft robots distinguish themselves from traditional robots by embracing flexible kinematics.
Because of their recent emergence, there exist numerous uncharted territories, including …

Review of Modeling and Control Methods of Soft Robots Based on Machine Learning

M Wu, Y Zhang, X Wu, Z Li, W Chen… - 2023 42nd Chinese …, 2023 - ieeexplore.ieee.org
The soft robot is a kind of robot with high degree of freedom and continuous deformation. It is
mostly made of soft materials, which has the characteristics of high flexibility and high task …

A reinforcement learning method for motion control with constraints on an HPN arm

Y Gan, P Li, H Jiang, G Wang, Y Jin… - IEEE Robotics and …, 2022 - ieeexplore.ieee.org
Soft robotic arms have shown great potential toward applications to human daily lives, which
is mainly due to their infinite passive degrees of freedom and intrinsic safety. There are tasks …

Vision-based reinforcement learning control of soft robot manipulators

J Li, J Ma, Y Hu, L Zhang, Z Liu, S Sun - Robotic Intelligence and …, 2024 - emerald.com
Purpose This study aims to tackle control challenges in soft robots by proposing a visually-
guided reinforcement learning approach. Precise tip trajectory tracking is achieved for a soft …

软体机械手关键技术研究进展

付敏, 王鹏, 王成梦, 曹众, 陈见坤 - 科技导报, 2024 - kjdb.org
软体机械手具有良好的环境适应性, 灵活性和人机交互性, 可应用于作物采摘, 水下探索,
医疗康复, 野外救援, 物品分拣等众多领域. 综述了软体机械手的驱动方式, 制造技术, 构型 …

Research progress on key technologies of soft manipulator

M FU, P WANG, C WANG, Z CAO, J CHEN - Science & Technology Review, 2024 - kjdb.org
The soft manipulator has good environmental adaptability, flexibility and man-machine
interaction, and can be used in many fields such as crop picking, underwater exploration …

[引用][C] 软体机械臂控制方法研究现状及展望

耿鹏, 何彦霖, 杨溢, 历文宇 - 仪器仪表学报, 2023