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Not Playing by the Rules: Exploratory Play, Rational Action, and Efficient Search

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Publisher MIT Press
Date 2023 Jul 7
PMID 37416069
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Abstract

Recent studies suggest children's exploratory play is consistent with formal accounts of rational learning. Here we focus on the tension between this view and a nearly ubiquitous feature of human play: In play, people subvert normal utility functions, incurring seemingly unnecessary costs to achieve arbitrary rewards. We show that four-and-five-year-old children not only infer playful behavior from observed violations of rational action (Experiment 1), but themselves take on unnecessary costs during both retrieval (Experiment 2) and search (Experiments 3A-B) tasks, despite acting efficiently in non-playful, instrumental contexts. We discuss the value of such apparently utility-violating behavior and why it might serve learning in the long run.

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References
1.
Petru M, Spinka M, Charvatova V, Lhota S . Revisiting play elements and self-handicapping in play: a comparative ethogram of five Old World monkey species. J Comp Psychol. 2009; 123(3):250-63. DOI: 10.1037/a0016217. View

2.
Panksepp J . The ontogeny of play in rats. Dev Psychobiol. 1981; 14(4):327-32. DOI: 10.1002/dev.420140405. View

3.
Liu S, Ullman T, Tenenbaum J, Spelke E . Ten-month-old infants infer the value of goals from the costs of actions. Science. 2017; 358(6366):1038-1041. DOI: 10.1126/science.aag2132. View

4.
Rakoczy H, Warneken F, Tomasello M . The sources of normativity: young children's awareness of the normative structure of games. Dev Psychol. 2008; 44(3):875-81. DOI: 10.1037/0012-1649.44.3.875. View

5.
Sim Z, Xu F . Learning higher-order generalizations through free play: Evidence from 2- and 3-year-old children. Dev Psychol. 2017; 53(4):642-651. DOI: 10.1037/dev0000278. View