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#ecal2013
ALife in
humanoid robots
istituto dalle molle di studi sull’intelligenza artificiale
università della svizzera italiana
idsia / usi / supsi
Jürgen ’Juxi’ Leitner
manipulation
our iCub
setup is for
object manipulation
towards learning
http://robotics.idsia.ch/
framework
ALife
Fitness
Evaluation
Population
Individualnew observations
perception
visual
thanks to G. Metta and IIT for this picture
Harding et al., 2013
Leitner et al., ICDL 2012,ARS 2012, BICA 2012, CEC 2013objectsdetecting
cartesian
genetic
programming
+ mindilate avgINP INP INP
transferring
spatial perception
setup
learning
trainingset
9DOF
iCub
bounding box
6 per eye
Cartesian
Coordinates
.
.
.
spatial perception
neural network
.
.
.
9DOF
iCub
boundingbox
6pereye
Cartesian
Coordinates
fullyconnected
fullyconnected
.
.
.
MoBeE
framework Frank et al., 2012.
MoBeE
exploration
reflexive
generation
motion
Stollenga et al, 2013
Shakey2013Winner
cognitionhigher
what do we want in robots?!
what does that mean!?
http://www.drsheedy.com/our-2-minds/cognitive-hierarchy-and-the-sensory-mind.php
workfuture
eye-hand coordination
sensori-motor integration
improving online, continuous learning
active vision
action outcome
for listening
thanksjuxi@idsia.ch
http://Juxi.net/projects
robotics.idsia.ch

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ALife in Humanoid Robots #ecal2013