Reinforcement learning for robot research: A comprehensive review and open issues

T Zhang, H Mo - International Journal of Advanced Robotic …, 2021 - journals.sagepub.com
Applying the learning mechanism of natural living beings to endow intelligent robots with
humanoid perception and decision-making wisdom becomes an important force to promote …

Optimal dimensional design of parallel manipulators with an illustrative case study: A review

R Kelaiaia, A Chemori, A Brahmia, A Kerboua… - … and Machine Theory, 2023 - Elsevier
Optimal dimensioning is a fundamental problem in the design of Parallel Manipulators
(PMs). However, this problem is revealed to be very hard to solve because many PM …

Manipulator trajectory planning based on work subspace division

Y Liu, F Xiao, X Tong, B Tao, M Xu… - Concurrency and …, 2022 - Wiley Online Library
The manipulator workspace is an essential element in the field of manipulator research and
is of great significance for manipulator motion planning. However, little research has been …

A modular continuous robot constructed by Miura-derived origami tubes

HE Junfeng, WEN Guilin, LIU Jie, XUE Liang… - International Journal of …, 2024 - Elsevier
Folding a flat sheet under a specific crease pattern can form a three-dimensional origami
tube, which has been proven to exhibit unique mechanical properties and has wide …

An exploration of an integrated stochastic-fuzzy pollution assessment for heavy metals in urban topsoil based on metal enrichment and bioaccessibility

F Li, J Zhang, W Liu, J Liu, J Huang, G Zeng - Science of the total …, 2018 - Elsevier
An integrated stochastic-fuzzy pollution assessment method (ISFPAM) for soil heavy metal
was established based on geo-accumulation index (I geo), stochastic-fuzzy theory and …

Kinematics analysis and trajectory planning of a continuum manipulator

G Zhong, B Peng, W Dou - International Journal of Mechanical Sciences, 2022 - Elsevier
Continuum manipulators with flexibility and compliant characteristics have attracted the
attention of more and more researchers due to its wide application prospect. This paper …

[PDF][PDF] 基于工作空间分析的9 自由度超冗余串联机械臂构型优化

赵智远, 徐振邦, 何俊培, 贺帅, 徐策 - 机械工程学报, 2019 - qikan.cmes.org
提出基于工作空间分析解决超冗余串联机械臂构型选择问题的方法. 首先, 采用正态分布对求取
机器人工作空间的蒙特卡洛法进行改进. 用归一化可操作度指标分析机械臂运动的灵活性 …

HMS-RRT: A novel hybrid multi-strategy rapidly-exploring random tree algorithm for multi-robot collaborative exploration in unknown environments

Y Ning, T Li, C Yao, W Du, Y Zhang - Expert Systems With Applications, 2024 - Elsevier
In this paper, we proposed a novel multi-robot collaborative exploration method to improve
the efficiency and robustness of multi-robot exploration in unknown environments. Firstly, a …

Hand exoskeleton design and human–machine interaction strategies for rehabilitation

K Xia, X Chen, X Chang, C Liu, L Guo, X Xu, F Lv… - Bioengineering, 2022 - mdpi.com
Stroke and related complications such as hemiplegia and disability create huge burdens for
human society in the 21st century, which leads to a great need for rehabilitation and daily life …

[PDF][PDF] 基于SMA 驱动的连续体手术机器人研究综述

严鲁涛, 王琦, 李海源, 李端玲, 夏继强 - 机械工程学报, 2021 - qikan.cmes.org
连续体机器人是一种能在工作空间中连续弯曲的机器人, 因其能在非结构化和狭窄的环境中灵活
运动而得到广泛的关注. 形状记忆合金(Shape memory alloy, SMA) 材料具有良好的形状记忆 …