• Corpus ID: 24397219

Bayesian Affect Control Theory of Self

@inproceedings{Cheriton2014BayesianAC,
  title={Bayesian Affect Control Theory of Self},
  author={David R. Cheriton},
  year={2014}
}
Notions of identity and of the self have long been studied in social psychology and sociology as key guiding elements of social interaction and coordination. In the AI of the future, these notions will also play a role in producing natural, socially appropriate artificially intelligent agents that encompass subtle and complex human social and affective skills. We propose here a Bayesian generalization of the sociological affect control theory of self as a theoretical foundation for socio… 

Figures and Tables from this paper

References

SHOWING 1-10 OF 37 REFERENCES
Bayesian Affect Control Theory
TLDR
This work forms a probabilistic and decision theoretic model of the same underlying principles, and shows this to be a generalisation of the basic theory of Affect Control Theory, which allows the model to generate affectively believable interactions with people by learning about their identity and predicting their behaviours.
Affective Dynamics of Leadership: An Experimental Test of Affect Control Theory
Affect Control Theory (ACT; Heise 1979, 2007) states that people control social interactions by striving to maintain culturally shared feelings about the situation. The theory is based on
The Strength of Weak Identities: Social Structural Sources of Self, Situation and Emotional Experience
Modern societies are highly differentiated, with relatively uncorrelated socially salient dimensions and a preponderance of weak, unidimensional (as opposed to strong, multiplex) ties. What are the
The socio-emotional basis of human interaction and communication: How we construct our social world
A review of dimensional research about (the perception of) feelings, non-verbal and verbal communication, behavior and personality reveals in each domain three very similar dimensions. They
Culture-Constrained Affective Consistency of Interpersonal Behavior
We examined the core hypothesis of affect control theory (ACT; Heise, 2007), namely, that human social interaction is guided by culture-constrained affective consistency. Our study is the first
Modeling Social Action for AI Agents
Consensus and stratification in the affective meaning of human sociality
TLDR
Results show widespread consensus on these meanings within society and demonstrate that a meaningful structure of socially shared knowledge emerges from organizing concepts according to their affective similarity, which suggests that the affective meaning of sociality is to some degree a function of social stratification.
Monte-Carlo Planning for Socially Aligned Agents using Bayesian Affect Control Theory
TLDR
A continuous variant of a successful Monte-Carlo tree search planner (POMCP), which performs dynamic discretisation of the action and observation spaces while planning, and can be used in non-affective domains.
DISSECTING THE SOCIALITY OF EMOTION Dissecting the Sociality of Emotion : A Multi-Level Approach
In recent years, scholars have come to understand emotions as dynamic and socially constructed—the product of interdependent cultural, relational, situational, and biological influences. While
The Affective Structure of Stereotype Content
Affect control theory and the stereotype content model share explanatory goals and employ compatible measurement strategies but have developed in largely separate literatures. The present article
...
...