Emotionally-Sensitive AI-driven Android Interactions Improve Social Welfare Through Helping People Access Self-Transcendent States

Social humanoid robots are generally built with the purpose of helping individuals achieve difficult tasks or feel less lonely. But a novel use of humanoid robots, especially robots drawing on emotionally sensitive AI, is to use the context of what feels like a human relationship to help people practice reaching advanced stages in human development. At the peak of Maslow’s hierarchy of needs and models of self-development is the state of self-transcendence, which includes expansive feelings of love. Although beings can have difficulty reaching this state, several lines of research have shown that even briefly accessing states of self-transcendence can improve physical and psychological well-being. In this paper we briefly present results of the first experiments of which we are aware in which AI-driven, audiovisual, interactive android technology is successfully used to support the experience of self-transcendence. Individuals had AI-driven conversations with emotionally responsive AI embedded in a humanoid robot, its audio-visual avatar, or audioalone avatar. These conversations were based on exercises reported to induce self-transcendence in humans. In experiment 1, we tested an initial version of this AI using brief, constrained interactions with Sophia the humanoid robot and no emotion detection (N=26). In experiment 2, we tested a more sophisticated version of this AI including deep-learning-based emotion detection deployed in the context of a slightly longer and slightly less constrained interaction. Conversations were with either Sophia or one of two avatars (one with a face and voice, the other with only a voice; N=35). The results suggest that conversations between humans and a humanoid robot or its audiovisual avatar, controlled by emotionally responsive AI, are accompanied by self-transcendent emotions. Most importantly, objective correlates of those emotions are detectable by a deep learning network. 32nd Conference on Neural Information Processing Systems (NIPS 2018), Montréal, Canada.

[1]  P. Ferrari,et al.  Mirror Neurons, Embodied Emotions, and Empathy , 2018 .

[2]  Ben Goertzel,et al.  OpenCog: A Software Framework for Integrative Artificial General Intelligence , 2008, AGI.

[3]  J. Bach,et al.  The MicroPsi Agent Architecture , 2003 .

[4]  Abraham H. Maslow,et al.  Critique of Self-Actualization Theory. , 1991 .

[5]  Takeo Kanade,et al.  The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression , 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops.

[6]  Dennis O’Connor,et al.  Maslow Revisited: Constructing a Road Map of Human Nature , 2007 .

[7]  Takeo Kanade,et al.  Comprehensive database for facial expression analysis , 2000, Proceedings Fourth IEEE International Conference on Automatic Face and Gesture Recognition (Cat. No. PR00580).

[8]  Mark E. Koltko-Rivera Rediscovering the Later Version of Maslow's Hierarchy of Needs: Self-Transcendence and Opportunities for Theory, Research, and Unification , 2006 .

[9]  Michael Reinhard,et al.  The Science Of Well Being , 2016 .

[10]  Yoshua Bengio,et al.  Challenges in representation learning: A report on three machine learning contests , 2013, Neural Networks.

[11]  F. Summers Transcending the Self , 1997 .

[12]  Matthew W. Johnson,et al.  Mystical experiences occasioned by the hallucinogen psilocybin lead to increases in the personality domain of openness , 2011, Journal of psychopharmacology.

[13]  A. Delorme,et al.  Engagement in a Community-Based Integral Practice Program Enhances Well-being , 2014 .

[14]  S. Hurley The shared circuits model (SCM): how control, mirroring, and simulation can enable imitation, deliberation, and mindreading. , 2008, The Behavioral and brain sciences.

[15]  Davis E. King,et al.  Dlib-ml: A Machine Learning Toolkit , 2009, J. Mach. Learn. Res..

[16]  S. Read,et al.  A Hierarchical Taxonomy of Human Goals , 2001 .

[17]  D. Coward Self-transcendence and emotional well-being in women with advanced breast cancer. , 1991, Oncology nursing forum.

[18]  P. Ekman,et al.  Facial action coding system: a technique for the measurement of facial movement , 1978 .

[19]  P. Reed,et al.  Self-Transcendence and Well-Being in Homeless Adults , 2007, Journal of holistic nursing : official journal of the American Holistic Nurses' Association.

[20]  J. Mayer,et al.  The experience and meta-experience of mood. , 1988, Journal of personality and social psychology.