A Soft-Computing basis for robots' cognitive autonomous learning

Verfasser / Beitragende:
[Dominik Ramík, Kurosh Madani, Christophe Sabourin]
Ort, Verlag, Jahr:
2015
Enthalten in:
Soft Computing, 19/9(2015-09-01), 2407-2421
Format:
Artikel (online)
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024 7 0 |a 10.1007/s00500-014-1495-2  |2 doi 
035 |a (NATIONALLICENCE)springer-10.1007/s00500-014-1495-2 
245 0 2 |a A Soft-Computing basis for robots' cognitive autonomous learning  |h [Elektronische Daten]  |c [Dominik Ramík, Kurosh Madani, Christophe Sabourin] 
520 3 |a The present work deals with development of a Soft-Computing-based intelligent system allowing to discover autonomously the surrounding world and to learn new knowledge about it by semantically interacting with human. The learning is accomplished by observation and by interaction with a human. We provide experimental validation of the proposed concept using as well simulated environment as implementing the approach on a humanoid robot in a real-world environment. We show, that our approach allows a humanoid robot to learn without negative input and from small number of samples. 
540 |a Springer-Verlag Berlin Heidelberg, 2014 
690 7 |a Intelligent system  |2 nationallicence 
690 7 |a Soft-Computing  |2 nationallicence 
690 7 |a Visual attention  |2 nationallicence 
690 7 |a Autonomous learning  |2 nationallicence 
690 7 |a Learning-by-interaction  |2 nationallicence 
700 1 |a Ramík  |D Dominik  |u Signals, Images, and Intelligent Systems Laboratory (LISSI/EA 3956), University Paris-Est Creteil, Senart-FB Institute of Technology, 36-37 rue Charpak, 77127, Lieusaint, France  |4 aut 
700 1 |a Madani  |D Kurosh  |u Signals, Images, and Intelligent Systems Laboratory (LISSI/EA 3956), University Paris-Est Creteil, Senart-FB Institute of Technology, 36-37 rue Charpak, 77127, Lieusaint, France  |4 aut 
700 1 |a Sabourin  |D Christophe  |u Signals, Images, and Intelligent Systems Laboratory (LISSI/EA 3956), University Paris-Est Creteil, Senart-FB Institute of Technology, 36-37 rue Charpak, 77127, Lieusaint, France  |4 aut 
773 0 |t Soft Computing  |d Springer Berlin Heidelberg  |g 19/9(2015-09-01), 2407-2421  |x 1432-7643  |q 19:9<2407  |1 2015  |2 19  |o 500 
856 4 0 |u https://doi.org/10.1007/s00500-014-1495-2  |q text/html  |z Onlinezugriff via DOI 
898 |a BK010053  |b XK010053  |c XK010000 
900 7 |a Metadata rights reserved  |b Springer special CC-BY-NC licence  |2 nationallicence 
908 |D 1  |a research-article  |2 jats 
949 |B NATIONALLICENCE  |F NATIONALLICENCE  |b NL-springer 
950 |B NATIONALLICENCE  |P 856  |E 40  |u https://doi.org/10.1007/s00500-014-1495-2  |q text/html  |z Onlinezugriff via DOI 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Ramík  |D Dominik  |u Signals, Images, and Intelligent Systems Laboratory (LISSI/EA 3956), University Paris-Est Creteil, Senart-FB Institute of Technology, 36-37 rue Charpak, 77127, Lieusaint, France  |4 aut 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Madani  |D Kurosh  |u Signals, Images, and Intelligent Systems Laboratory (LISSI/EA 3956), University Paris-Est Creteil, Senart-FB Institute of Technology, 36-37 rue Charpak, 77127, Lieusaint, France  |4 aut 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Sabourin  |D Christophe  |u Signals, Images, and Intelligent Systems Laboratory (LISSI/EA 3956), University Paris-Est Creteil, Senart-FB Institute of Technology, 36-37 rue Charpak, 77127, Lieusaint, France  |4 aut 
950 |B NATIONALLICENCE  |P 773  |E 0-  |t Soft Computing  |d Springer Berlin Heidelberg  |g 19/9(2015-09-01), 2407-2421  |x 1432-7643  |q 19:9<2407  |1 2015  |2 19  |o 500