Goals, usefulness and abstraction in value-based choice
Trends in Cognitive Sciences, 2023. [All Versions]. A review that outlines the computational and biological principles that enable the brain to compute the usefulness of an option or action by creating abstractions that flexibly adapt to changing goals.
- from
- AGI & CoCoSci
- added
- 2026-10-10
- likes
- 0
similar
-
Basic functional trade-offs in cognition: An integrative framework sciencedirect.com
Cognition, 2018. [All Versions].
-
Balancing exploration and exploitation with information and randomization sciencedirect.com
Current Opinion in Behavioral Sciences, 2021. [All Versions].
-
The naïve utility calculus: Computational principles underlying commonsense psychology cell.com
Trends in Cognitive Sciences, 2016. [All Versions]. [Preprint]. This review article proposes that human social cognition is structured around a basic understanding of ourselves and others as intuitive utility maximizers: from a young age, humans implicitly assume that agents…
-
Cognitive Science as a Source of Forward and Inverse Models of Human Decisions for Robotics and Control cocosci.princeton.edu
Annual Review of Control, Robotics, and Autonomous Systems, 2022. [All Versions]. The review focuses on how cognitive science can provide forward models of human decision-making and inverse models of how humans think about others’ decision-making. The authors highlight relevant…
-
Computational Rationality: Linking Mechanism and Behavior Through Bounded Utility Maximization onlinelibrary.wiley.com
Topics in Cognitive Science, 2014. [All Versions]. Introducing the computational rationality framework for including information-processing bounds in rational analyses, which emphasizes the incorporation of computational mechanism into the definition of rational action.
-
Pragmatic Inference and Visual Abstraction Enable Contextual Flexibility During Visual Communication link.springer.com
Computational Brain & Behavior, 2020. [All Versions]. A computational account on the rational behavior in graphical language games.
AGI & CoCoSci › Papers > Problem Solving > Human-Level Problem Solving: “Trends in Cognitive Sciences, 2023. [All Versions]. A review that outlines the computational and biological principles that enable the brain to compute the usefulness of an option or action by creating abstractions that flexibly adapt to changing goals.”