刘宁1,
胡敏1,
陶洋1, 2,,,
寇兰1
1.重庆邮电大学通信与信息工程学院 重庆 400065
2.重庆市通信软件工程技术研究中心 重庆 400065
基金项目:国家自然科学基金(61871062)，重庆邮电大学科研基金(A2018-07)
详细信息
作者简介:黄宏程：男，1979年生，副教授，研究方向为认知情感计算研究、复杂网络与信息传播理论
刘宁：女，1995年生，硕士生，研究方向为认知情感计算研究
胡敏：女，1971年生，副教授，研究方向为信息通信网络体系结构、人机交互理论与技术应用
陶洋：男，1964年生，教授，研究方向为人工智能、大数据与计算智能
寇兰：女，1963年生，副教授，研究方向为D2D通信、人机交互理论与技术应用
通讯作者:陶洋 taoyang@cqupt.edu.cn
中图分类号:TP242.6计量
文章访问数:1766
HTML全文浏览量:852
PDF下载量:75
被引次数:0
出版历程
收稿日期:2018-09-02
修回日期:2019-02-26
网络出版日期:2019-04-03
刊出日期:2019-10-01
Cognitive Emotion Interaction Model of Robot Based on Game Theory
Hongcheng HUANG1, 2,Ning LIU1,
Min HU1,
Yang TAO1, 2,,,
Lan KOU1
1. School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing 400065, China
2. Chongqing Engineering Research Center of Communication Software, Chongqing 400065, China
Funds:The National Natural Science Foundation of China (61871062), The Scientific Research Foundation of Chongqing University of Posts and Telecommunications (A2018-07)
摘要
摘要:针对现有的人机交互系统普遍存在情感缺失、参与人参与度不高的问题，该文依据PAD情感空间提出一种基于博弈的机器人认知情感交互模型。首先，对参与人的交互输入情感进行评估并分析当前人机交互关系，提取友好度和共鸣度2个影响因素。其次，模拟人际交往的心理博弈过程对参与人和机器人的情感生成过程进行建模，将嵌入博弈的子博弈完美均衡策略作为机器人的最优情感选择策略；最后，根据最优情感策略更新机器人的情感状态转移概率，并以6种基本情感的空间坐标为标签，得出受到情感刺激后机器人情感状态的空间坐标。实验结果表明，与其它认知交互模型相比，该文模型能够减少机器人对外界情感刺激的依赖并有效引导参与人参与人机交互，为机器人的情感认知建模提供了新的方法和思路。
关键词:认知情感交互/
PAD情感空间/
博弈/
情感策略选择
Abstract:To solve the problems of the existing in the process of human-computer interaction system, such as lack of emotion and low participation, a cognitive emotion interaction model based on game theory in PAD emotion space is proposed. Firstly, the interactive input emotion of participant is evaluated and some influence factors such as friendship and resonance are extracted to analyze the current human-computer interaction relationship. Secondly, modeling the emotional generation process of participants and robots by simulating the psychological game process in interpersonal communication, and the optimal emotional strategy of the robot is obtained by using the sub-game perfection equilibrium of the embedded game. Finally, the emotional state transition probability of the robot is updated according the optimal emotional strategy. The spatial coordinates of the six basic emotional states are used as labels to obtain the PAD spatial coordinate of the robot emotional state after emotional stimulate, The results of experiment show that compared with the others emotional interaction model, the proposed model can reduce the dependence of robots on external emotional stimuli and effective guide participants to participate in human-computer interaction, which provides some ideas for the emotion cognition model of robot in human-computer interaction.
Key words:Cognitive emotion interaction/
PAD emotion space/
Game theory/
Emotional strategy choice
PDF全文下载地址:
https://jeit.ac.cn/article/exportPdf?id=e8b84d6a-c2a7-4f7d-a4ce-ffca2040ec3d
