Rl-based adaptive controller for high precision reaching in a soft robot arm

MS Nazeer, C Laschi, E Falotico - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
High precision control of soft robots is challenging due to their stohcastic behavior and
material-dependent nature. While RL has been applied in soft robotics, achieving precision …

[PDF][PDF] Developments and trend maps for soft continuum manipulators and soft snake robots

VS Rajashekhar, G Prabhakar - Foundations and Trends® in …, 2024 - researchgate.net
Soft robots are more human-friendly than rigid-bodied robots. This is due to their soft nature
that does not harm humans while interacting. This work provides the developments and …

Recent advances towards soft household robots

B Jamil, WD Wang, H Rodrigue - JMST Advances, 2024 - Springer
Over recent decades, robots have become pervasive in various industries, yet their
presence in households remains limited despite the potential benefits they could offer …

Hybrid visual servoing control of a soft robot with compliant obstacle avoidance

F Xu, X Kang, H Wang - IEEE/ASME Transactions on …, 2024 - ieeexplore.ieee.org
Soft robots demonstrate endowment in reducing unexpected impaction effects due to the
compliant mechanism. This characteristic makes it possible to meet the safety demand even …

Describing and analyzing mechanical contact for continuum robots using a shooting-based cosserat rod implementation

M Wiese, R Berthold, M Wangenheim… - IEEE Robotics and …, 2023 - ieeexplore.ieee.org
Soft material robotic systems offer inherent safety and flexibility due to their low material
stiffness. Therefore, soft material robots are prone to operate in unknown environments and …

Fourth-Order Accurate Strain-Parameterized Shape Representation of Beam Elements for Modeling Continuum Robots and Robotic Manipulation of Slender Objects

A Müller - Journal of Mechanisms and Robotics, 2025 - asmedigitalcollection.asme.org
Soft rods and tubular elements are the main building blocks of continuum robots.
Kinetostatic models along with a geometrically exact description of the kinematics on SE (3) …

Deep Reinforcement Learning Based Pushing and Gras** Model with Frequency Domain Map** and Supervised Learning

W Cao, Z Cao, Y Song - 2023 IEEE 2nd Industrial Electronics …, 2023 - ieeexplore.ieee.org
This paper focuses on addressing the task of object pushing and gras** in cluttered
environments, where robots are required to manipulate objects within complex scenarios. To …