TY - JOUR
T1 - Method for behavior arbitration in autonomous mobile robots using emotion mechanisms
AU - Ishiguro, Akio
AU - Mochida, Tetsuji
AU - Aoki, Takeshi
AU - Uchikawa, Yoshiki
PY - 1996
Y1 - 1996
N2 - The conventional AI (artificial intelligence) technology has been criticized for its many drawbacks, one of which is brittleness under hostile dynamically changing environments. To overcome this problem, other approaches, such as behavior-based AI, new AI, emergent computation and animat approach, have been proposed and their usefulness has been confirmed. Since computational ability of mobile robots is limited in general, it is required that robots arbitrate output behaviors appropriately using obtained sensory data. On the other hand, in living organisms, there are two systems for coping with a dynamically changing environment: 1) the immune system and 2) the emotion system. Based on this, we present a new method for behavior arbitration in autonomous mobile robots by paying close attention to the emotion system in living organisms. We confirm the feasibility of our proposed method by applying it to an obstacle avoidance problem of a mobile robot as a practical example.
AB - The conventional AI (artificial intelligence) technology has been criticized for its many drawbacks, one of which is brittleness under hostile dynamically changing environments. To overcome this problem, other approaches, such as behavior-based AI, new AI, emergent computation and animat approach, have been proposed and their usefulness has been confirmed. Since computational ability of mobile robots is limited in general, it is required that robots arbitrate output behaviors appropriately using obtained sensory data. On the other hand, in living organisms, there are two systems for coping with a dynamically changing environment: 1) the immune system and 2) the emotion system. Based on this, we present a new method for behavior arbitration in autonomous mobile robots by paying close attention to the emotion system in living organisms. We confirm the feasibility of our proposed method by applying it to an obstacle avoidance problem of a mobile robot as a practical example.
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U2 - 10.1299/kikaic.62.2750
DO - 10.1299/kikaic.62.2750
M3 - Article
AN - SCOPUS:0030180602
SN - 0387-5024
VL - 62
SP - 2750
EP - 2757
JO - Nippon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C
JF - Nippon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C
IS - 599
ER -