Computational models of decision making

A unifying computational model of decision making

The computational model. Heuristics are usually described as distinct strategies for decision making. Some frameworks, as mentioned in ...

Ten simple rules for the computational modeling of behavioral data

Computational modeling of behavior has revolutionized psychology and neuroscience. By fitting models to experimental data we can probe the ...

Micro-Process Models of Decision Making (Chapter 10)

Computational models are like the new kids in town for the field of decision making. This field is dominated by axiomatic utility theories or simple ...

A Computational Model of Attention Control in Multi-Attribute ...

To make decisions in these multi-attribute, multi-option contexts, there are at least two critical barriers. First, such decisions require an efficient process ...

Simulation and modeling of human decision-making process ...

A comparison of reinforcement learning models for the Iowa Gambling Task using parameter space partitioning. The Journal of Problem Solving, 5(2), 2. Yechiam, E ...

Computational Models for Public Decision-Making - Events Calendar

Organzied by the 11-6 (Urban Science and Planning with Computer Science) program, this workshop builds on the urban-related 6.100B problem ...

Computational Models of Political Decision Making - Oxford Reference

"Computational Models of Political Decision Making" published on by Oxford University Press.

Combining Computational Models and Interactive Visualization to ...

In many cases computational models support decision makers in this process. Therefore, providing an intuitive access to these model-driven techniques is crucial ...

Computational Modelling of Collective Decision Making

The project builds on well established computational and mathematical modelling techniques to achieve its aims. Departure points will be agent-based simulations ...

Computational Models of Decision Making | Request PDF

Request PDF | Computational Models of Decision Making | Abstract This chapter presents a connectionist or artificial neural network approach to decision ...

Reliability of Decision-Making and Reinforcement Learning ...

Computational models can offer mechanistic insight into cognition and therefore have the potential to transform our understanding of psychiatric disorders ...

Computational Modeling Workshop 2024 - srndna

A free, one-day workshop on computational modeling of decision making focused on reinforcement learning and drift diffusion modeling techniques.

Computational, Cognitive, and Neural Models of Decision-making ...

Author(s): Malmaud, Jonathan; Tenenbaum, Joshua; Dayan, Peter; Maloney, Laurence; Vul, Edward; Chater, Nick.

Computational Models of Decision Making - Wiley Online Library

Johnson, J. G. & Busemeyer, J. R. (in press) Rule-based decision field theory: A dynamic computational model of transitions among decision- ...

Computational Models of Decision Making - Typeset.io

Abstract: This chapter introduces computational models of decision making as worthy successors to the traditional, algebraic utility framework ...

A computational model for decision tree search

Although the computations underlying human decision- making are extensively studied, the process by which peo- ple explore decision trees is less understood.

Analysis of Computational Models to Describe Individual Decision ...

The main purpose of the paper is the presentation of the new concept of human decision-making process modelling using an analogy with the Automatic Control ...

Computational and Process Models of Decision Making in ...

Computational and Process Models of Decision Making in Psychology and Behavioral Economics · Faculty & Research · Full Citation · External CSS ...

Uncertainty Quantification and Decision Making in Hierarchical ...

Computational models for large systems are built in a hierarchical way from component, subsystem to system level. Individual component data is more readily ...

A Unifying Computational Model of Decision Making - HAL

A Unifying Computational Model of Decision Making · 1 Institute for Advanced Studies · 2 Intelligent Autonomous Systems · 3 Human-Computer Interaction and ...