胡云斗, 胡丹丹, 高庆吉. 一种基于任务的机器人情感决策模型的构建[J]. 机器人, 2010, 32(4): 464-469,477..
HU Yundou, HU Dandan, GAO Qingji. Construction of a Robot Emotion Decision-making Model Based on Tasks. ROBOT, 2010, 32(4): 464-469,477..
Abstract:To make communication more natural between robot and human,a robot emotion decision-making model based on tasks is proposed,and a mapping from multiple perception inputs to multiple behavior outputs is established.The PAD(pleasure-arousal-dominance) emotion space description considering individual factors is applied to describing the robot emotion.Based on normal distribution prototype,the behavior mapping mode combining probability with emotion is adopted so that the decision variables of decision-making model are influenced by random factors and emotion factors,which ensures the output behaviors to accord with human emotion variation.The experiment results on the Fuwa robot platform verify the validity and practicality of the method.
[1] Toda M.Kokoro wo Motta Kikai[R].Japan:Diamond Co.,1987.
[2] Minsky M.The society of mind[M].New York,USA:Simon and Schuster,1988.
[3] Picard R W.Affective computing[M].Cambridge,MA,USA:MIT Press,1997.
[4] Rani P,Sarkar N.Making robots emotion-sensitive-Preliminary experiments and resuits[C]//IEEE International Workshop on Robot and Human Interactive Communication.Piscataway,NJ,USA:IEEE,2005:1-6.
[5] Busso C,Deng Z G,Yildirim S,et al.Analysis of emotion recognition using facial expressions,speech and multimodal information[C] H6th International Conference on Multimodal Interfaces.New York,NY,USA:ACM,2004:205-211.
[6] Suzuki K,Camurri A,Ferrentino P,et al.Intelligent agent system for human-robot interaction through artificial emotion[C] HIEEE International Conference on Systems,Man,and Cybernetics.Piscataway,N J,USA:IEEE,1998:1055-1060.
[7] 王国江,王志良,杨国亮,等.人工情感研究综述[J].计算机应用研究,2006,23(1 1):7-11.Wang Cuojiang,Wang Zhiliang,Yang Guoliang,et al.Survey of artificial emotion[J].Application Research of Computers,2006,23(11):7-11.
[8] 孟秀艳,王志良,李娜,等.情感机器人的情感模型研究[J].计算机科学,2008,35(6):158-162.Meng Xiuyan,Wang Zhiliang,Li Na,et al.Research on affectire model of affective robot[J].Computer Science,2008,35(6):158-162.
[9] Miwa H,Okuchi T,Takanobu H,et al.Development of a new human-like head robot WE-4[C]//IEEE/RSJ International Conference on Intelligent Robots and Systems.Piscataway,N J,USA:IEEE,2002:2443-2448.
[10] 解仑,工志良,余军.人工心理情感模型的个人机器人[J].智能系统学报,2009,4(1):59.66.Xie Lun,Wang Zhiliang,Yu Jun.A personal robot based on an affective model of artificial psychology[J].CAAI Transactions on Intelligent Systems,2009,4(1):59-66.
[11] Sloman A.Darnasio,descartes,alarms and meta-management[C]//IEEE International Conference on Systems,Man,and Cybernetics.Piscataway,NJ,USA:IEEE,1998:2652-2657.
[12] Camurri A,Coglio A.An architecture for emotional agents[J].IEEE Multimedia Magazine,1998,5(4):24-33.
[13] Gao Q J,Wang K,Liu H J.A robot emotion generation mechanism based on PAD emotion space[M]//Intelligent Information Processing IV.New York,USA:Springer,2008:138-147.