Model learning for robot control: a survey

D Nguyen-Tuong, J Peters - Cognitive processing, 2011 - Springer
Abstract Models are among the most essential tools in robotics, such as kinematics and
dynamics models of the robot's own body and controllable external objects. It is widely …

Closed-loop inverse kinematics for redundant robots: Comparative assessment and two enhancements

A Colomé, C Torras - IEEE/ASME Transactions On …, 2014 - ieeexplore.ieee.org
Motivated by the need of a robust and practical inverse kinematics (IK) algorithm for the
WAM robot arm, we reviewed the most used closed-loop IK methods for redundant robots …

On-line regression algorithms for learning mechanical models of robots: a survey

O Sigaud, C Salaün, V Padois - Robotics and Autonomous Systems, 2011 - Elsevier
With the emergence of more challenging contexts for robotics, the mechanical design of
robots is becoming more and more complex. Moreover, their missions often involve …

Sensorimotor representation learning for an “active self” in robots: a model survey

PDH Nguyen, YK Georgie, E Kayhan, M Eppe… - KI-Künstliche …, 2021 - Springer
Safe human-robot interactions require robots to be able to learn how to behave
appropriately in spaces populated by people and thus to cope with the challenges posed by …

Service robots for citizens of the future

C Torras - European Review, 2016 - cambridge.org
Robots are no longer confined to factories; they are progressively spreading to urban, social
and assistive domains. In order to become handy co-workers and helpful assistants, they …

How cognitive models of human body experience might push robotics

T Schürmann, BJ Mohler, J Peters… - Frontiers in …, 2019 - frontiersin.org
In the last decades, cognitive models of multisensory integration in human beings have
been developed and applied to model human body experience. Recent research indicates …

Online body schema adaptation based on internal mental simulation and multisensory feedback

P Vicente, L Jamone, A Bernardino - Frontiers in Robotics and AI, 2016 - frontiersin.org
In this paper, we describe a novel approach to obtain automatic adaptation of the robot body
schema and to improve the robot perceptual and motor skills based on this body knowledge …

Robotic hand pose estimation based on stereo vision and GPU-enabled internal graphical simulation

P Vicente, L Jamone, A Bernardino - Journal of Intelligent & Robotic …, 2016 - Springer
Humanoid robots have complex kinematic chains whose modeling is error prone. If the robot
model is not well calibrated, its hand pose cannot be determined precisely from the encoder …

Incremental adaptation of a robot body schema based on touch events

R Zenha, P Vicente, L Jamone… - 2018 joint ieee 8th …, 2018 - ieeexplore.ieee.org
The termbody schema'refers to a computational representation of a physical body; the
neural representation of a human body, or the numerical representation of a robot body. In …

Bézier curve model for efficient bio-inspired locomotion of low cost four legged robot

AA Saputra, NNW Tay, Y Toda… - 2016 IEEE/RSJ …, 2016 - ieeexplore.ieee.org
This paper presents Bézier curve based passive neural control applied in bio-inspired
locomotion in order to decrease the computational cost implemented for 4 legged animal …