Title :
Acquisition and embodiment of motion elements in closed mimesis loop
Author :
Inamura, Tetsunari ; Toshima, Iwaki ; Nakamura, Yoshihiko
Abstract :
It is needed for humanoid to acquire not only just a trajectory but also aim of the behavior and symbolic information during behavior development. We (2001) have proposed the mimesis system as a framework of synchronous learning model for behavior acquisition and symbol emergence. However, the motion elements which are fundamental representation of behavior have stood on the unsuitable assumption that they are given without taking the robot embodiment and dynamics into consideration. In this paper, the design theory of motion elements with consideration of the embodiment are shown, and novel methods of realization of the mimesis for real humanoids is proposed.
Keywords :
closed loop systems; learning (artificial intelligence); mobile robots; motion control; probability; robot dynamics; symbol manipulation; behavior acquisition; behavior development; closed loop system; embodiment; humanoid robot; mimesis system; motion control; probability; synchronous learning model; Behavioral science; Cognition; Cognitive robotics; Fires; Humanoid robots; Humans; Intelligent robots; Mirrors; Neurons; Pediatrics;
Conference_Titel :
Robotics and Automation, 2002. Proceedings. ICRA '02. IEEE International Conference on
Print_ISBN :
0-7803-7272-7
DOI :
10.1109/ROBOT.2002.1014762