A Workflow for Building Computationally Rational Models of Human Behavior
Suyog Chandramouli,
Danqing Shi,
Aini Putkonen
et al.
Abstract:Computational rationality explains human behavior as arising due to the maximization of expected utility under the constraints imposed by the environment and limited cognitive resources. This simple assumption, when instantiated via partially observable Markov decision processes (POMDPs), gives rise to a powerful approach for modeling human adaptive behavior, within which a variety of internal models of cognition can be embedded. In particular, such an instantiation enables the use of methods from reinforcemen… Show more
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