Evolving Hand-Eye Coordination for a Humanoid Robot
with Machine Code Genetic Programming
W. Langdon, and P. Nordin. Genetic Programming, Proceedings of EuroGP'2001, volume 2038 of LNCS, page 313--324. Lake Como, Italy, Springer-Verlag, (18-20 April 2001)
Abstract
We evolve, using AIMGP machine code genetic
programming, Discipulus, an approximation of the
inverse kinematics of a real robotics arm with many
degrees of freedom. Elvis is a bipedal robot with
human-like geometry and motion capabilities --- a
humanoid, primarily controlled by evolutionary adaptive
methods. The GP system produces a useful inverse
kinematic mapping, from target 3-D points (via pairs of
stereo video images) to a vector of arm controller
actuator set points.
%0 Conference Paper
%1 langdon:2001:elvis
%A Langdon, William B.
%A Nordin, Peter
%B Genetic Programming, Proceedings of EuroGP'2001
%C Lake Como, Italy
%D 2001
%E Miller, Julian F.
%E Tomassini, Marco
%E Lanzi, Pier Luca
%E Ryan, Conor
%E Tettamanzi, Andrea G. B.
%E Langdon, William B.
%I Springer-Verlag
%K Arm, Brain Building, Discipulus Genetic Humanoid Inverse Kinematics, Reasoning, Robotic Robotics, Robots, Stereo Vision, algorithms, genetic programming,
%P 313--324
%T Evolving Hand-Eye Coordination for a Humanoid Robot
with Machine Code Genetic Programming
%U http://www.springerlink.com/openurl.asp?genre=article&issn=0302-9743&volume=2038&spage=313
%V 2038
%X We evolve, using AIMGP machine code genetic
programming, Discipulus, an approximation of the
inverse kinematics of a real robotics arm with many
degrees of freedom. Elvis is a bipedal robot with
human-like geometry and motion capabilities --- a
humanoid, primarily controlled by evolutionary adaptive
methods. The GP system produces a useful inverse
kinematic mapping, from target 3-D points (via pairs of
stereo video images) to a vector of arm controller
actuator set points.
%@ 3-540-41899-7
@inproceedings{langdon:2001:elvis,
abstract = {We evolve, using AIMGP machine code genetic
programming, Discipulus, an approximation of the
inverse kinematics of a real robotics arm with many
degrees of freedom. Elvis is a bipedal robot with
human-like geometry and motion capabilities --- a
humanoid, primarily controlled by evolutionary adaptive
methods. The GP system produces a useful inverse
kinematic mapping, from target 3-D points (via pairs of
stereo video images) to a vector of arm controller
actuator set points.},
added-at = {2008-06-19T17:35:00.000+0200},
address = {Lake Como, Italy},
author = {Langdon, William B. and Nordin, Peter},
biburl = {https://www.bibsonomy.org/bibtex/2103be08068a5cc80d13e7cf793f0a4b5/brazovayeye},
booktitle = {Genetic Programming, Proceedings of EuroGP'2001},
editor = {Miller, Julian F. and Tomassini, Marco and Lanzi, Pier Luca and Ryan, Conor and Tettamanzi, Andrea G. B. and Langdon, William B.},
interhash = {516e674d8bcd0ce6838db9cb036a58f4},
intrahash = {103be08068a5cc80d13e7cf793f0a4b5},
isbn = {3-540-41899-7},
keywords = {Arm, Brain Building, Discipulus Genetic Humanoid Inverse Kinematics, Reasoning, Robotic Robotics, Robots, Stereo Vision, algorithms, genetic programming,},
month = {18-20 April},
notes = {See movie at
http://www.cs.ucl.ac.uk/staff/W.Langdon/elvis
EuroGP'2001, part of \cite{miller:2001:gp}},
organisation = {EvoNET},
pages = {313--324},
publisher = {Springer-Verlag},
publisher_address = {Berlin},
series = {LNCS},
size = {12 pages},
timestamp = {2008-06-19T17:44:58.000+0200},
title = {Evolving Hand-Eye Coordination for a Humanoid Robot
with Machine Code Genetic Programming},
url = {http://www.springerlink.com/openurl.asp?genre=article&issn=0302-9743&volume=2038&spage=313},
volume = 2038,
year = 2001
}