DocumentCode :
406156
Title :
A homogeneous agent architecture for robot navigation
Author :
Hwang, Kao-Shing ; Hsu, Harry Chia-Hung ; Liu, Alan
Author_Institution :
Dept. of Electr. Eng., National Chung Cheng Univ., Ming-Hsiung, Taiwan
Volume :
1
fYear :
2003
fDate :
14-17 Dec. 2003
Firstpage :
310
Abstract :
A homogeneous agent architecture consists of agents having the same or similar structures in one system. The design introduces the advantage of reducing the development time. In this architecture, the engineer would only design one or few templates for agents, and every agent is constructed by one of these templates. Two categories of agents in the proposed system are the primitive agent and the behavioral agent. The behavioral agents play the role of leaders, so that they can produce output signals through combining the signals of those primitive agents. Hence, we could increase new capability of the whole system flexibly through adding new primitive agents with different capability and adding new behavioral agents to process their opinions. In this paper, we use this homogeneous agent architecture to control a autonomous mobile robot, and it performs well in simulation.
Keywords :
learning (artificial intelligence); mobile robots; multi-agent systems; path planning; ART-based AHC; autonomous mobile robot control; behavioral agent; development time reduction; homogeneous agent architecture; multiagent system; primitive agent; reinforcement learning; robot navigation; Control systems; Design engineering; Humans; Intelligent robots; Intelligent systems; Learning; Mobile robots; Multiagent systems; Navigation; Robot control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Neural Networks and Signal Processing, 2003. Proceedings of the 2003 International Conference on
Conference_Location :
Nanjing
Print_ISBN :
0-7803-7702-8
Type :
conf
DOI :
10.1109/ICNNSP.2003.1279272
Filename :
1279272
Link To Document :
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