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MaxikthekingofVadym/game-theory-trainer

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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

๐ŸŽฎ Game Theory & Political Dynamics Simulator

An interactive educational platform for visualizing and studying mathematical models of game theory, social evolution, and political dynamics.

The project is designed as a visual academic tool for conducting seminars and practical classes with students. The simulator allows researchers and students to control agent parameters in real-time and observe the development of complex macrosociological processes.

๐Ÿ“Œ Key Educational Modules

  • โ€”Political Coalitions (Banzhaf Power Index): Calculation of the real political weight of factions and analysis of the "golden share" paradox in parliament.
  • โ€”1v1 Duel (Iterated Dilemma): Classic confrontation of bimatrix strategies ("Tit-for-Tat", "Egoist/Always Defect", "Grudger", "Naive/Always Cooperate") with an analysis of timing and long-term payoffs.
  • โ€”Population Tournament: A multilateral environment demonstrating Axelrod's paradox and the principles of institutional robustness in an unpredictable political setting.
  • โ€”Evolutionary Dynamics: Simulation of replicator dynamics and the search for evolutionarily stable strategies (ESS) under conditions of bounded societal rationality.
  • โ€”Kuran Cascades: Macrosociological modeling of non-linear social avalanches caused by preference falsification, using Kuran and Granovetter distributions.

๐Ÿ›  Technology Stack

  • โ€”Frontend: HTML5, Tailwind CSS, Vue.js 3 (Composition API).
  • โ€”Data Visualization: Chart.js (interactive graph rendering).
  • โ€”Backend: Python, FastAPI, NumPy (mathematical core and distribution calculations).
  • โ€”Deployment: Hugging Face Spaces (Docker).

๐Ÿš€ Live Demo

The application is deployed and available online. You can test the simulator right now: [https://huggingface.co/spaces/MaxikthekingofVadym/game-theory-trainer]