Using artificial intelligence to fit, compare, evaluate, and discover computational models of decision behavior.
Sign Up to like & getrecommendations! Published in 2024 at "Decision"
DOI: 10.1037/dec0000237
Abstract: Theories of decision making are implemented in models that predict and explain behavior in terms of latent cognitive processes. But where do these models come from, and how are they instantiated in the brain? In… read more here.
Keywords: artificial intelligence; decision; models decision; decision behavior ... See more keywords
Modeling Contingent Decision Behavior: A Bayesian Nonparametric Preference-Learning Approach
Sign Up to like & getrecommendations! Published in 2023 at "INFORMS Journal on Computing"
DOI: 10.1287/ijoc.2023.1292
Abstract: We propose a preference-learning algorithm for uncovering Decision Makers’ (DMs’) contingent evaluation strategies in the context of multiple criteria sorting. We assume the preference information in the form of holistic assignment examples derived from the… read more here.
Keywords: preference; decision behavior; decision; preference learning ... See more keywords