Git Product home page Git Product logo

iterative_prisoner_dilemma's Introduction

A study on the Iterative Prisoner's Dilemma

py jn l1 l2

The Prisoner's Dilemma is a classical game analyzed in Game Theory, which is widely used to (attempt to) model social/economical interactions. Here we approach its iterative version under several scenarios:

  • Between two players
  • A generalization to a tournament of N players
  • Repeating the tournament several times increasing the population
  • Allowing players' strategies to change in the previous setup

We are interested in studying the evolution of the population and of players' scores, and to have an insight on which is the best strategy and the winning player (if any).

This is the final project for the course of High Level Programming (also known as Laboratory of Computational Physics, mod. A), Fall 2018, Master's degree in ICT for Internet and multimedia, University of Padova, Italy.

Technical details

Open the Jupyter notebook to see a brief interactive description of the work.

More complete information can be found in the full report and optionally in the supplementary material.

Source code and output images (plots) are in their respective folders.

Licenses

Copyright (C) 2019 Elia Bonetto, Filippo Rigotto, Luca Attanasio, Francesco Savio.

Code released under MIT license, report under CC BY-SA 4.0.

iterative_prisoner_dilemma's People

Contributors

blackwiz4rd avatar eliabntt avatar francescosavio avatar mzanetti79 avatar rig8f avatar

Stargazers

 avatar  avatar  avatar

Watchers

 avatar  avatar  avatar  avatar

Forkers

francescosavio

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.