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作者:

Ruan, Xiaogang (Ruan, Xiaogang.) | Dai, Lizhen (Dai, Lizhen.)

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摘要:

This paper presents autonomous operant conditioning automata AOC. It involves a discrete computer model described self-automatic machines, including: set of actions, the state set; 'condition - action' rule set, the observed state transition, as well as operant conditioning learning law. And, it defines the behavior entropy based on the orientation value of the state of AOC. AOC provides a recursive run the program. AOC simulates biological operant conditioning mechanism, which has a bionic self-organizing feature, including self-learning and adaptive capabilities, can be used for description, simulation, design of a variety of self-organizing system. Based on the model this paper designs a bionic self-learning control method and uses it to simulate Skinner animal experiments to prove that AOC can simulate the learning mechanism of operant conditioning, which shows that AOC can be used to design a variety of intelligent robotic systems' behavior. © 2010 IEEE.

关键词:

Automata theory Bioinformatics Bionics Intelligent robots Learning systems

作者机构:

  • [ 1 ] [Ruan, Xiaogang]Beijing University of Technology BJUT, Beijing, China
  • [ 2 ] [Dai, Lizhen]Beijing University of Technology BJUT, Beijing, China

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来源 :

年份: 2010

卷: 4

页码: 1970-1973

语种: 英文

被引次数:

WoS核心集被引频次: 0

SCOPUS被引频次: 1

ESI高被引论文在榜: 0 展开所有

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