Abstract
The research presented in this paper is part of a wider study investigating the role cognitive bias plays in developing long-term companionship between a robot and human. In this paper we discuss, how cognitive biases such as misattribution, Empathy gap and Dunning-Kruger effects can play a role in robot-human interaction with the aim of improving long-term companionship. One of the robots used in this study called MARC (See Fig. 1) was given a series of biased behaviours such as forgetting participant’s names, denying its own faults for failures, unable to understand what a participant is saying, etc. Such fallible behaviours were compared to a non-biased baseline behaviour. In the current paper, we present a comparison of two case studies using these biases and a non-biased algorithm. It is hoped that such humanlike fallible characteristics can help in developing a more natural and believable companionship between Robots and Humans. The results of the current experiments show that the participants initially warmed to the robot with the biased behaviours.
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References
Ariely, D., Loewenstein, G.: The heat of the moment: the effect of sexual arousal on sexual decision making. J. Behav. Decis. Making 19, 87–98 (2006)
Aronson, E., Wilson, T., Akert, R.: A Textbook of Social Psychology, 6th edn. Prentice-Hall, Scarborough (2005)
Baroni, I. et al.: What a robotic companion could do for a diabetic child. In: RoMAN 2014 (2014)
Baxter, P., et al.: Long-term human-robot interaction with young users. In: Proceedings of the IEEE/ACM HRI-2011, Lausanne (2012)
Biswas, M., Murray, J.: Towards an imperfect robot for long-term companionship: case studies using cognitive biases. In: IEEE/RSJ; IROS, September 2015, Hamburg (2015)
Breazeal, C.: Social interactions in HRI: the robot view. IEEE Trans. Syst. Man Cybern. 34(2) (2003)
Dautenhahn, K., et al.: KASPAR – A minimally expressive humanoid robot for human robot interaction research. Appl. Bionics Biomech. 7(4), 369–397 (2009)
Duffy, R.B.: Anthropomorphism and the social robot. RAS 42, 177–190 (2003)
Gross, M., et al.: Methodology for assessing bodily expression of emotion. J. Nonverbal Behav. 34(4), 223–248 (2010)
Haselton, M.G., Nettle, D., Andrews, P.W.: The evolution of cognitive bias. In: Buss, D.M. (ed.) The Handbook of Evolutionary Psychology. Wiley, Hoboken (2005)
Hassenzahl, M.: The Interplay of beauty, goodness, and usability in interactive products. Hum. Comput. Interact. 19, 319–349 (2004)
Kahneman, D., Tversky, A.: Subjective probability: a judgment of representativeness. Cognit. Psychol. 3(3), 430–454 (1972)
Kruger, J., Dunning, D.: Unskilled and unaware of it: how difficulties in recognizing one’s own incompetence lead to inflated self-assessments. JPSP 77(6), 1121–1134 (1999)
Lee, K., et al.: Can robots manifest personality social responses, and social presence in human robot interaction. J. Commun. 56(4), 754–772 (2006)
Meerbeek, B., et al.: Iterative design process for robots with personality. In: AISB Symposium on New Frontiers in Human-Robot Interaction Edinburgh, pp. 94–101 (2009)
Moshkina, L., Arkin, R.C., Kee, J.K., Jung, H.: Time-varying affective response for humanoid robots. In: Kim, J.C. (ed.) Progress in Robotics. Communications in Computer and Information Science, vol. 44, pp. 1–9. Springer, Heidelberg (2009)
Mutlu, B., et al.: Perceptions of ASIMO: an exploration on co-operation and competition with humans and humanoid robots. In: Conference on Human – Robot Interaction (HRI 2006) (2006)
Nordgren, L.F., van der Pligt, J., van Harreveld, F.: Visceral drives in retrospect: Explanations about the inaccessible past. Psychol. Sci. 17, 635–640 (2006)
Nordgren, L.F., van Harreveld, F., van der Pligt, J.: The restraint bias: How the illusion of self-restraint promotes impulsive behaviour. Psychol. Sci. 20, 1532–1528 (2009)
Reeves, B., Nass, C.: Perceptual Bandwidth. Commun. ACM 43(3), March 2000
Sayette, M.A., et al.: Exploring the cold-to-hot empathy gap in smokers. Psychol. Sci. 19, 926–932 (2008)
Shepperd, J., et al.: Exploring causes of the self-serving bias. Soc. Pers. Psychol. Compass 2(2), 895–908 (2008)
Tapus, A., Mataric, M.J., Scassellati, B.: Socially assistive robotics. IEEE Robot. Autom. Mag. 14(1), 35–42 (2007)
Walters, M.L., et al.: Avoiding the uncanny valley: robot appearance, personality and consistency of behavior in an attention-seeking home scenario for a robot companion. Auton. Robot. J. 24(2), 159–178 (2008)
Wilke, A., Mata, R.: Cognitive Bias. The Encyclopedia of Human Behavior 1, 531–535 (2012)
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Biswas, M., Murray, J. (2016). The Effects of Cognitive Biases in Long-Term Human-Robot Interactions: Case Studies Using Three Cognitive Biases on MARC the Humanoid Robot. In: Agah, A., Cabibihan, JJ., Howard, A., Salichs, M., He, H. (eds) Social Robotics. ICSR 2016. Lecture Notes in Computer Science(), vol 9979. Springer, Cham. https://doi.org/10.1007/978-3-319-47437-3_15
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