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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

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A Kamisado playing bot.

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