Title :
Emergent construction of artificial immune networks for autonomous mobile robots
Author :
Ishiguro, Akio ; Kondo, Toshiaki ; Watanabe, Yuji ; Shirai, Yasuhiro ; Uchikawa, Yoshiki
Author_Institution :
Dept. of Comput. Sci. & Eng., Nagoya Univ., Japan
Abstract :
In the behavior-based artificial intelligence (AI) approach, there are the following problems that have to be resolved: how do we construct an appropriate arbitration mechanism, and how do we prepare appropriate competence modules. Therefore, we have been investigating a new behavior arbitration mechanism based on the biological immune system. However, we have not found a solution to the latter problem. In this paper, we try to incorporate the metadynamics function and selection mechanism into our previously proposed method in order to construct an appropriate immune network without human intervention
Keywords :
artificial intelligence; mobile robots; arbitration mechanism; artificial immune networks; autonomous mobile robots; behavior-based artificial intelligence; competence modules; metadynamics function; selection mechanism; Artificial intelligence; Biological systems; Cancer; Computational and artificial intelligence; Humans; Immune system; Intelligent robots; Marine vehicles; Mobile robots; Robustness;
Conference_Titel :
Systems, Man, and Cybernetics, 1997. Computational Cybernetics and Simulation., 1997 IEEE International Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-4053-1
DOI :
10.1109/ICSMC.1997.638117