Computational models of decision making

Computational modelling for decision-making: where, why, what ...

This paper offers a guide to the process of commissioning, developing and deploying models across a wide range of domains from public policy to science and ...

Computational models of decision making. - APA PsycNet

In his classic book on computational vision, Marr (1982) proposed three levels of theories about cognitive systems. At the highest level, theories aim to ...

Humans depart from optimal computational models of interactive ...

Decision making under uncertainty in multiagent settings is of increasing interest in decision science. The degree to which human agents ...

Computational modelling for decision-making: where, why ... - PubMed

In order to deal with an increasingly complex world, we need ever more sophisticated computational models that can help us make decisions ...

Computational and Process Models of Decision Making in ...

We then turn to computational process models, a more recent class of models that make prediction for multiple properties of the decision process beyond simply ...

Computational modelling for decision-making: where, why, what ...

illustrate the current breadth and scope of modelling. In public policy, models can enhance the quality of decision-making and policy design. They can offer ...

Computational Models of Political Decision Making

Bounded Rationality. Most computational models of political decision making assume that all political actors—politicians as well as voters—are ...

Computational Models of Decision Making (Chapter 16)

Computational models of decision making are quite successful, and conceptually allow a better understanding of the cognitive processes underlying observable ...

[PDF] Computational Models of Decision Making - Semantic Scholar

Analysis of analyses of a connectionist or artificial neural network approach to decision making indicate that a relatively complex model of an individual's ...

Computational models of decision making - CiteSeerX

Decision field theory uses a sequential sampling process to make decisions, consistent with the other areas of cognition. This theory has been ...

Advances in modeling learning and decision-making in neuroscience

In short, allowing flexibility on the state and action representations over which the RL system operates has provided computational models of learning with ...

Computational modeling of social decision-making - ScienceDirect

Computational modeling can play a significant role in enriching our understanding of these norms and how precisely they direct social choices.

Analysis of Computational Models to Describe Individual Decision ...

Understanding the human decision-making process and evaluating the quality of these decisions has been the focus of many researchers.

A Computational Framework for Modeling Belief-based Decision ...

Existing computational models of decision making are often limited to particular experimental setups. The limitation is mainly due to the inability to ...

Computational Modelling for Decision-Making: A Review

The model is developed to analyse the total cost curve for various values of the uncertain parameter, and noting the effect of this variation on ...

Computational Modelling of Developmental Adolescent Decision ...

The computational modelling of decision-making tasks is a powerful method in identifying complex cognitive processes that can be used to create a more ...

Affect and Decision Making: Insights and Predictions from ...

There has been a paradigm shift in the decision sciences towards the use of computational models of choice. Some of these models have begun ...

Computational Models of Human Decision-Making with Application ...

A crucial challenge of such a network is to develop management, analysis, and optimization policies that besides utility-maximizer machines, ...

Neurocomputational models of altruistic decision‐making and social ...

Neuroimaging data provide further support for this computational model of altruistic choice. The study found that the brain encodes relevant ...

Toward integrating computational models of decision-making into ...

Toward integrating computational models of decision-making into organizational research. Citation. Cooney, S. N., Kaplan, M. S., & Braun, M. T. (2024).