EGT-tools
A Python/C++ library which provides a centralized repository with analytical and numerical methods to study/model game theoretical problems under the Evolutionary Game Theory (EGT) framework.
Description:
EGT-tools provides a centralized repository with analytical and numerical methods to study/model game theoretical problems under the Evolutionary Game Theory (EGT) framework. This library is composed of two parts: i) a set of analytical methods implemented in Python 3;ii) a set of computational methods implemented in C++ with (Python 3 bindings). The second type is used in cases where the state space is too big to solve analytically, and thus require estimating the model parameters through monte-carlo simulations. The C++ implementation provides optimized computational methods that can run in parallel in a reasonable time, while Python bindings make the methods easily accecible to a larger range of researchers.
More Information:
- Grand Challenge/Workpackage(s): GC3 - WP3
- Responsible Research Lead: Tom Lenaerts
- Authors: Elias Fernández Domingos
- Programming Language: C++/Python
- Link to the website:
- Link to the repository: https://github.com/Socrats/EGTTools
- Categories: Multi-agent systems, Evolutionary Dynamics
