• 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:

Zhang, Xiao-Ping (Zhang, Xiao-Ping.) | Ruan, Xiao-Gang (Ruan, Xiao-Gang.) | Wang, Li (Wang, Li.) | Li, Zhi-Jun (Li, Zhi-Jun.) | Yan, Jia-Qing (Yan, Jia-Qing.) | Bi, Song (Bi, Song.)

收录:

EI Scopus CSCD

摘要:

Aiming at the problems of learning waste and computing waste that exist in the cognitive models with fixed structure, and according to the operate conditioning learning characteristics as well as drawing on the affordance theory, a new kind of sensorimotor cognitive model named D-SSCM with the developmental mechanism is established based on the sensorimotor cognitive model with the mechanism of intrinsic motivation. D-SSCM is a fourteen tuple in specific, including discrete learning time set, internal sensible discrete state set, optional motion set, effective output motion space set, affordance relationship set, optional motion space exploration rate set, developmental algorithm and etc. In view of D-SSCM's developmental learning, extended developmental method and algorithm as well as reduced developmental method and algorithm are designed. Model's developmental learning process is defined. Using two-wheeled robot self-balancing task to test this designed model, results show that D-SSCM is with faster learning speed and more stable learning effect. Copyright © 2021 Acta Automatica Sinica. All rights reserved.

关键词:

Computation theory Space research Learning systems

作者机构:

  • [ 1 ] [Zhang, Xiao-Ping]School of Electrical and Control Engineering, North China University of Technology, Beijing; 100144, China
  • [ 2 ] [Ruan, Xiao-Gang]Faculty of Information Technology, Beijing University of Technology, Beijing; 100124, China
  • [ 3 ] [Wang, Li]School of Electrical and Control Engineering, North China University of Technology, Beijing; 100144, China
  • [ 4 ] [Li, Zhi-Jun]School of Electrical and Control Engineering, North China University of Technology, Beijing; 100144, China
  • [ 5 ] [Yan, Jia-Qing]School of Electrical and Control Engineering, North China University of Technology, Beijing; 100144, China
  • [ 6 ] [Bi, Song]School of Electrical and Control Engineering, North China University of Technology, Beijing; 100144, China

通讯作者信息:

  • [zhang, xiao-ping]school of electrical and control engineering, north china university of technology, beijing; 100144, china

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 :

Acta Automatica Sinica

ISSN: 0254-4156

年份: 2021

期: 2

卷: 47

页码: 391-403

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

万方被引频次:

中文被引频次:

近30日浏览量: 1

归属院系:

在线人数/总访问数:219/4521360
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