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Advanced Cognitive Modeling Portfolio: A series of assignments from Aarhus University's Cognitive Science course, focusing on modeling strategies for the Matching Pennies Game using Stan. This repository includes theoretical analyses and practical model validations.

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Advanced Cognitive Modeling Portfolio

Course Overview

This repository is part of the Advanced Cognitive Modeling course offered by the Mac Cognitive Science program at Aarhus University. It encompasses a series of group assignments aimed at understanding and modeling cognitive behaviors through the lens of the Matching Pennies Game.

Project Structure

The repository is to be organized into four main entities, each corresponding to a specific assignment within the course:

  • Matching-Pennies-Game: Introduction to the Matching Pennies Game and exploration of theoretical strategies.
  • Matching-Pennies-Game-Stan: Detailed cognitive modeling of Matching Pennies Game strategies using Stan, a platform for statistical modeling and high-performance statistical computation - https://github.com/julifurjes/ACM_pf2
  • ...
  • ...

Assignments Overview

  1. Matching Pennies Game: Investigates two potential strategies for playing the Matching Pennies Game, laying the groundwork for cognitive modeling.
  2. Cognitive Model with Stan: Builds upon the initial analysis to construct and validate a cognitive model using Stan, aimed at replicating matching pennies behavior.

Getting Started

  • Clone the repository to access the assignments and related materials.
  • Each folder contains specific instructions and Jupyter Notebooks to guide you through the models and analyses.

Contributing

This project is an academic submission. Contributions and feedback are welcome from course instructors and fellow students.

Acknowledgements

Special thanks to Aarhus University's Mac Cognitive Science faculty for providing guidance and resources for these assignments.

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Advanced Cognitive Modeling Portfolio: A series of assignments from Aarhus University's Cognitive Science course, focusing on modeling strategies for the Matching Pennies Game using Stan. This repository includes theoretical analyses and practical model validations.

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