• 综合
  • 标题
  • 关键词
  • 摘要
  • 学者
  • 期刊-刊名
  • 期刊-ISSN
  • 会议名称
搜索

作者:

Ruan, Xiao-Gang (Ruan, Xiao-Gang.) | Dai, Li-Zhen (Dai, Li-Zhen.) | Yu, Nai-Gong (Yu, Nai-Gong.) (学者:于乃功) | Yu, Jian-Jun (Yu, Jian-Jun.)

收录:

EI Scopus PKU CSCD

摘要:

To deal with the bionic self-organization learning-control problem, on the basis of the automata principle and the operant conditioning learning mechanism, we make use of the bionic self-organization learning method to build an autonomous operant conditioning automaton (AOCA) model including the action set, the state set, the condition-action rule set, the observed state transition, the operant conditioning learning law as well as a recursive program. We also define the operant entropy based on the orientation values of states in the AOCA model, prove the convergence of the AOCA operant entropy, analyze the self-organization characteristics and develop the recursive operation program for the AOCA. The AOCA model has been applied to simulate the Skinner animal experiment, in which the animal learns the task in stages and succeeds in acquiring the skills eventually. These experiment results demonstrate that the AOCA can realize the learning mechanism of operant conditioning.

关键词:

Animals Automata theory Bionics Entropy Learning systems

作者机构:

  • [ 1 ] [Ruan, Xiao-Gang]Institute of Artificial Intelligence and Robots, College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing 100124, China
  • [ 2 ] [Dai, Li-Zhen]Institute of Artificial Intelligence and Robots, College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing 100124, China
  • [ 3 ] [Yu, Nai-Gong]Institute of Artificial Intelligence and Robots, College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing 100124, China
  • [ 4 ] [Yu, Jian-Jun]Institute of Artificial Intelligence and Robots, College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing 100124, China

通讯作者信息:

电子邮件地址:

查看成果更多字段

相关关键词:

相关文章:

来源 :

Control Theory and Applications

ISSN: 1000-8152

年份: 2012

期: 11

卷: 29

页码: 1452-1457

被引次数:

WoS核心集被引频次: 0

SCOPUS被引频次:

ESI高被引论文在榜: 0 展开所有

万方被引频次:

中文被引频次:

近30日浏览量: 3

归属院系:

在线人数/总访问数:213/3609068
地址:北京工业大学图书馆(北京市朝阳区平乐园100号 邮编:100124) 联系我们:010-67392185
版权所有:北京工业大学图书馆 站点建设与维护:北京爱琴海乐之技术有限公司