Zobrazeno 1 - 10
of 21
pro vyhledávání: '"Kompella, Varun Raj"'
Autor:
Kompella, Varun Raj, Wiskott, Laurenz
A compact information-rich representation of the environment, also called a feature abstraction, can simplify a robot's task of mapping its raw sensory inputs to useful action sequences. However, in environments that are non-stationary and only parti
Externí odkaz:
http://arxiv.org/abs/1701.04663
Publikováno v:
Neural Computation, 2012, Vol. 24, No. 11, Pages 2994-3024
Slow Feature Analysis (SFA) extracts features representing the underlying causes of changes within a temporally coherent high-dimensional raw sensory input signal. Our novel incremental version of SFA (IncSFA) combines incremental Principal Component
Externí odkaz:
http://arxiv.org/abs/1112.2113
Publikováno v:
In Artificial Intelligence June 2017 247:313-335
Autor:
Kompella, Varun Raj, Sturm, Peter
Publikováno v:
In Computer Vision and Image Understanding April 2012 116(4):484-499
Autor:
Kompella, Varun Raj1 varunrajk@gmail.com, Luciw, Matthew1 luciwmat@gmail.com, Stollenga, Marijn Frederik1 marijn@idsia.ch, Schmidhuber, Juergen1 juergen@idsia.ch
Publikováno v:
Neural Computation. 2016, Vol. 28 Issue 8, p1599-1662. 64p. 6 Diagrams, 1 Chart, 9 Graphs.
Autor:
Kompella, Varun Raj1 varun@idsia.ch, Luciw, Matthew1 matthew@idsia.ch, Schmidhuber, Jürgen1 juergen@idsia.ch
Publikováno v:
Neural Computation. Nov2012, Vol. 24 Issue 11, p2994-3024. 31p. 2 Diagrams, 8 Graphs.
In the absence of external guidance, how can a robot learn to map the many raw pixels of high-dimensional visual inputs to useful action sequences? I study methods that achieve this by making robots self-motivated (curious) to continually build compa
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od_______805::f9f24525bb9096233dd38b633e6d6f61
http://doc.rero.ch/record/234698/files/2014INFO013.pdf
http://doc.rero.ch/record/234698/files/2014INFO013.pdf
Publikováno v:
From Animals to Animats 13; 2014, p176-187, 12p
Autor:
Dr. Udo Milkau
Digitalisierung ist ein inflationär verwendeter Begriff. Dabei wird'Digitalisierung'auf der einen Seite gerne im Sinne der Aufmerksamkeitsökonomie eingesetzt, um'alternativlose'Projekte durchzuführen, aber auf der anderen Seite genutzt, keine Ents