Intuitive Theories of Mind: A Rational Approach to False Belief

We propose a rational analysis of children’s false belief reasoning. Our analysis realizes a continuous, evidencedriven transition between two causal Bayesian models of false belief. Both models support prediction and explanation; however, one model is less complex while the other has greater explanatory resources. Because of this explanatory asymmetry, unexpected outcomes weigh more heavily against the simpler model. We test this account empirically by showing children the standard outcome of the false belief task and a novel “psychic” outcome. As expected, we find children whose explanations and predictions are consistent with each model, and an interaction between prediction and explanation. Critically, we find unexpected outcomes only induce children to move from predictions consistent with the simpler model to those consistent with the more complex one, never the reverse.

[1]  D. Premack,et al.  Does the chimpanzee have a theory of mind? , 1978, Behavioral and Brain Sciences.

[2]  H. Wimmer,et al.  Beliefs about beliefs: Representation and constraining function of wrong beliefs in young children's understanding of deception , 1983, Cognition.

[3]  S. Carey Conceptual Change in Childhood , 1985 .

[4]  H. Wellman,et al.  Young children's attribution of action to beliefs and desires. , 1989, Child development.

[5]  John R. Anderson The Adaptive Character of Thought , 1990 .

[6]  A. Gopnik,et al.  Why the Child's Theory of Mind Really Is a Theory , 1992 .

[7]  James O. Berger,et al.  Ockham's Razor and Bayesian Analysis , 1992 .

[8]  Ryszard S. Michalski,et al.  Categories and Concepts: Theoretical Views and Inductive Data Analysis , 1993 .

[9]  Gregory L. Murphy,et al.  Theories and concept formation. , 1993 .

[10]  A. Leslie Pretending and believing: issues in the theory of ToMM , 1994, Cognition.

[11]  A. Gopnik,et al.  Conceptual coherence in the child's theory of mind: training children to understand belief. , 1996, Child development.

[12]  R. Siegler Emerging Minds: The Process of Change in Children's Thinking , 1996 .

[13]  Joseph Y. Halpern,et al.  Causes and explanations: A structural-model approach , 2000 .

[14]  J. Pearl Causality: Models, Reasoning and Inference , 2000 .

[15]  H. Wellman,et al.  Meta-analysis of theory-of-mind development: the truth about false belief. , 2001, Child development.

[16]  Refractor Vision , 2000, The Lancet.

[17]  David M. Sobel,et al.  A theory of causal learning in children: causal maps and Bayes nets. , 2004, Psychological review.

[18]  Joshua B. Tenenbaum,et al.  Bayesian models of human action understanding , 2005, NIPS.

[19]  Sunny Shin,et al.  Do 15-Month-Old Infants Understand False Beliefs ? , 2005 .

[20]  Joseph Y. Halpern,et al.  Causes and Explanations: A Structural-Model Approach. Part II: Explanations , 2001, The British Journal for the Philosophy of Science.

[21]  H. Wellman,et al.  Theories of Mind in Transition: A Microgenetic Study of the Development of False Belief Understanding , 2006 .