Control strategies for soft robotic manipulators: A survey
With the rise of soft robotics technology and applications, there have been increasing
interests in the development of controllers appropriate for their particular design. Being …
interests in the development of controllers appropriate for their particular design. Being …
A survey for machine learning-based control of continuum robots
Soft continuum robots have been accepted as a promising category of biomedical robots,
accredited to the robots' inherent compliance that makes them safely interact with their …
accredited to the robots' inherent compliance that makes them safely interact with their …
Closed-loop dynamic control of a soft manipulator using deep reinforcement learning
The focus of the research community in the soft robotic field has been on develo**
innovative materials, but the design of control strategies applicable to these robotic platforms …
innovative materials, but the design of control strategies applicable to these robotic platforms …
Learning dynamic models for open loop predictive control of soft robotic manipulators
The soft capabilities of biological appendages like the arms of Octopus vulgaris and
elephants' trunks have inspired roboticists to develop their robotic equivalents. Although …
elephants' trunks have inspired roboticists to develop their robotic equivalents. Although …
Learning closed loop kinematic controllers for continuum manipulators in unstructured environments
This article introduces a machine-learning-based approach for closed loop kinematic control
of continuum manipulators in the task space. For this purpose, we propose a unique …
of continuum manipulators in the task space. For this purpose, we propose a unique …
[HTML][HTML] Soft robotics: Morphology and morphology-inspired motion strategy
Robotics has aroused huge attention since the 1950s. Irrespective of the uniqueness that
industrial applications exhibit, conventional rigid robots have displayed noticeable …
industrial applications exhibit, conventional rigid robots have displayed noticeable …
Efficient jacobian-based inverse kinematics with sim-to-real transfer of soft robots by learning
This article presents an efficient learning-based method to solve the inverse kinematic (IK)
problem on soft robots with highly nonlinear deformation. The major challenge of efficiently …
problem on soft robots with highly nonlinear deformation. The major challenge of efficiently …
Model-free motion control of continuum robots based on a zeroing neurodynamic approach
As a result of inherent flexibility and structural compliance, continuum robots have great
potential in practical applications and are attracting more and more attentions. However …
potential in practical applications and are attracting more and more attentions. However …
Comparison of modern control methods for soft robots
M Grube, JC Wieck, R Seifried - Sensors, 2022 - mdpi.com
With the rise in new soft robotic applications, the control requirements increase. Therefore,
precise control methods for soft robots are required. However, the dynamic control of soft …
precise control methods for soft robots are required. However, the dynamic control of soft …
Localized online learning-based control of a soft redundant manipulator under variable loading
Soft robots are inherently compliant and manoeuvrable manipulators that can passively
adapt to their environment. However, in order to fully make use of their unique properties …
adapt to their environment. However, in order to fully make use of their unique properties …