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What is the simplest model that can account for high-fidelity imitation?

Joel Z LeiboRaphael KösterAlexander Sasha VezhnevetsEdgar A Duénez-GuzmánJohn P AgapiouPeter Sunehag
Published in: The Behavioral and brain sciences (2022)
What inductive biases must be incorporated into multi-agent artificial intelligence models to get them to capture high-fidelity imitation? We think very little is needed. In the right environments, both instrumental- and ritual-stance imitation can emerge from generic learning mechanisms operating on non-deliberative decision architectures. In this view, imitation emerges from trial-and-error learning and does not require explicit deliberation.
Keyphrases
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  • decision making