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基于Q学习算法的情感交互可计算模型研究
引用本文:于冬梅,韩晓新,李玎,夏旻.基于Q学习算法的情感交互可计算模型研究[J].计算机工程,2012,38(10):277-279.
作者姓名:于冬梅  韩晓新  李玎  夏旻
作者单位:1. 江苏技术师范学院电气信息工程学院,江苏 常州,213001
2. 南京信息工程大学信息与控制学院,南京,210044
基金项目:国家青年科学基金资助项目“基于突触可塑性的情景记忆机理研究”(61105115);常州组织部“831”中青年学科带头人基金资助项目“基于肌电信号的假肢手应用研究”(KYZ2010019)
摘    要:情感本身不能交互,但可以通过它的载体(如人或Agent)进行交互。利用该特点,提出一种基于Q学习算法的情感交互可计算模型。定义情感元的概念,情感元之间的交互实际上是情感Agent之间的交互,采用Q学习算法得到情感元的交互结果,构建齐次Markov链的情感元之间的交互模型,并通过实验结果验证了情感的多变性与复杂性。

关 键 词:Q学习算法  情感元  情感Agent  情感状态  情感交互  Markov链
收稿时间:2011-10-12

Research on Computable Model of Emotional Interaction Based on Q-learning Algorithm
YU Dong-mei , HAN Xiao-xin , LI Ding , XIA Min.Research on Computable Model of Emotional Interaction Based on Q-learning Algorithm[J].Computer Engineering,2012,38(10):277-279.
Authors:YU Dong-mei  HAN Xiao-xin  LI Ding  XIA Min
Affiliation:o-xin1,LI Ding1,XIA Min2(1.School of Electricity & Information Engineering,Jiangsu Teachers University of Technology,Changzhou 213001,China;2.College of Information & Control,Nanjing University of Information Science & Technology,Nanjing 210044,China)
Abstract:The computable model of emotional interaction is proposed in this paper,based on emotion interaction can be done by its carried(such as a person or Agent).For researching this model,emotional units are defined in this paper.The interaction results of emotional units are acquired because Q-learning arithmetic is adopted.All of the results are depended on the feature that the interaction of emotional units is the one of emotional Agent.Interaction model of emotional units are established through homogeneous Markov chain,and the model has calculability.Emotional polytrope and complexity are inspected and verified by experiments.
Keywords:Q-learning algorithm  emotional unit  emotionalAgent  emotional state  emotional interaction  Markov chain
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