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作者:

Ruan, Xiaogang (Ruan, Xiaogang.) | Gao, Yuanyuan (Gao, Yuanyuan.) | Song, Hongjun (Song, Hongjun.)

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摘要:

This paper presents an operant conditioning automata model (hereinafter referred to "OCM"), and designs a bionic autonomous learning method which can be used to describe and simulate a bionic autonomous learning process The model can be considered as an active learning permitting to select a better action according to psychology behavior propensity, and the aim is to learn to find the optimal action finally During the learning process, the system selects an action randomly according to the probability distribution of action selection, which is updated by the behavior propensity from the environment We apply our model on skinner-pigeon experiment In simulation, we confirmed that this model could successfully simulate operant conditioning

关键词:

Bionic autonomous learning process Probability distribution of action selection styling Operant conditioning automata model Skinner-pigeon experiment

作者机构:

  • [ 1 ] [Ruan, Xiaogang]Beijing Univ Technol, Inst Artificial Intelligence & Robot, Beijing, Peoples R China
  • [ 2 ] [Gao, Yuanyuan]Beijing Univ Technol, Inst Artificial Intelligence & Robot, Beijing, Peoples R China
  • [ 3 ] [Song, Hongjun]Beijing Univ Technol, Inst Autonomous Technol & Intelligent Control, Beijing, Peoples R China

通讯作者信息:

  • [Ruan, Xiaogang]Beijing Univ Technol, Inst Artificial Intelligence & Robot, Beijing, Peoples R China

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来源 :

2009 IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND INTELLIGENT SYSTEMS, PROCEEDINGS, VOL 2

年份: 2009

页码: 200-,

语种: 英文

被引次数:

WoS核心集被引频次: 1

SCOPUS被引频次:

ESI高被引论文在榜: 0 展开所有

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