‘If Only I Would Have Done that…’
A Controlled Adaptive Network Model for Learning by Counterfactual Thinking
Conference Paper
(2021)
Safety and Security Science
DOI related publication
https://doi.org/10.1007/978-3-030-79150-6_1
To reference this document use:
https://resolver.tudelft.nl/uuid:eb98abd4-48a6-47ec-b868-18858860c833
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Publication Year
2021
Language
English
Safety and Security Science
Pages (from-to)
3-16
ISBN (print)
9783030791490
Abstract
In this paper counterfactual thinking is addressed based on literature mainly from Neuroscience and Psychology. A detailed literature review was conducted in identifying processes, neural correlates and theories related to counterfactual thinking from different disciplines. A familiar scenario with respect to counterfactual thinking was identified. Based on the literature, an adaptive self-modeling network model was designed. This model captures the complex process of counterfactual thinking and the learning and control involved.
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