DocumentCode
1860092
Title
Adaptation? Learning? Features of biological learning
Author
Shimoda, S.
Author_Institution
BSI-Toyota Collaboration Center, RIKEN, Nagoya, Japan
fYear
2012
fDate
4-7 Nov. 2012
Firstpage
406
Lastpage
408
Abstract
All living organisms can learn the behavior appropriate to the environment. The learning process is, however, seems to be the convergence to the adapted behavior rather than learning. Living organisms can create the appropriate behavior through the behavior control in the environment. We so far proposed the novel learning scheme called tacit learning based on this feature of biological learning system. In this system, there is no explicit distinction between the behavior control and the adaptation. The primitive behaviors that consist of the reflex motions and the instinctive behaviors are tuned to the sophisticated behaviors adapted to the environment. We will introduce in this paper that the fundamental idea of tacit learning and show the simulation and experimental results of creating bipedal walking and the trajectories for obstacle avoidance of the mobile vehicle.
Keywords
biology computing; cognition; collision avoidance; gait analysis; learning systems; living systems; vehicles; adaptation; adapted behavior; behavior control; biological learning features; biological learning system; bipedal walking; convergence; environment; experimental results; instinctive behaviors; learning process; learning scheme; living organisms; mobile vehicle; obstacle avoidance trajectories; reflex motions; simulation results; tacit learning;
fLanguage
English
Publisher
ieee
Conference_Titel
Micro-NanoMechatronics and Human Science (MHS), 2012 International Symposium on
Conference_Location
Nagoya
Print_ISBN
978-1-4673-4811-9
Type
conf
DOI
10.1109/MHS.2012.6492479
Filename
6492479
Link To Document