Giter Site home page Giter Site logo

kamisado's Introduction

Kamisado

An implementation of a Kamisado playing agent. The agent is implemented using the minimax algorithm with alpha-beta pruning. This implementation was used in our (me and @pskepp) bachelor thesis.

Due to the time constraints of the project, the code ended up a bit messy. Instead of reading the code to understand how the bot works, it's probably easier to read the report.

Report

Abstract

Kamisado is a two player board game. This report examines the question of how to construct a competent Kamisado playing agent.

Kamisado can be played in single round matches, or in matches consisting of several rounds. The single round match was searched exhaustively. The result shows that the starting player can force a win in a single round match regardless of the strategy of the opponent.

The longer matches were too complex to be searched exhaustively. Therefore, a set of heuristic Kamisado strategies were developed and agents using different combinations of the strategies were implemented.

The different agents were compared by playing matches between them. Agents using a specific combination of the heuristic strategies tended to perform better than other agents. This indicates that this combination of the heuristic strategies creates a more competent agent than other combinations.

The first draft of the report is available here http://www.csc.kth.se/utbildning/kth/kurser/DD143X/dkand13/Group4Per/report/17-setterquist-skeppstedt.pdf

kamisado's People

Contributors

dset avatar pskepp avatar

Watchers

Polo avatar

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.