A Multidisciplinary Artificial Intelligence Model of an Affective Robot
Authors:
Open Access
- 1 January 2012
- journal article
- Published by SAGE Publications in International Journal of Advanced Robotic Systems
- Vol. 9 (1)
Abstract
A multidisciplinary approach to a novel artificial intelligence system for an affective robot is presented in this paper. The general objective of the system is to develop a robotic system which strives to achieve a high level of emotional bond between humans and robot by exploring human love. Such a relationship is a contingent process of attraction, affection and attachment from humans towards robots, and the belief of the vice versa from robots to humans. The advanced artificial intelligence of the system includes three modules, namely Probabilistic Love Assembly (PLA), based on the psychology of love, Artificial Endocrine System (AES), based on the physiology of love, and Affective State Transition (AST), based on emotions. The PLA module employs a Bayesian network to incorporate psychological parameters of affection in the robot. The AES module employs artificial emotional and biological hormones via a Dynamic Bayesian Network (DBN). The AST module uses a novel transition method for handling affective states of the robot. These three modules work together to manage emotional behaviours of the robot.Keywords
This publication has 23 references indexed in Scilit:
- Probability of love between robots and humans2010
- Facial expression imitation in human robot interaction2008
- The neurobiology of loveFEBS Letters, 2007
- Emotions: from brain to robotTrends in Cognitive Sciences, 2004
- All Touches are not Created Equal: Effects of Form and Duration on Observers' Interpretations of an EmbraceJournal of Nonverbal Behavior, 1999
- Adult Attachment Style and Nonverbal Closeness in Dating CouplesJournal of Nonverbal Behavior, 1998
- The Courtship Dance: Patterns of Nonverbal Synchronization in Opposite-Sex EncountersJournal of Nonverbal Behavior, 1998
- Dimensions of Adult Attachment, Affect Regulation, and Romantic Relationship FunctioningPersonality and Social Psychology Bulletin, 1995
- Experiences of Falling in LoveJournal of Social and Personal Relationships, 1989
- Cues and channels in emotion recognition.Journal of Personality and Social Psychology, 1986