DecisionTreeBot for Schnapsen

This project implements a rule-based bot for the card game Schnapsen, using decision trees for tactical play.

Description

• Built as part of the “Project Intelligent Systems” course at Vrije Universiteit Amsterdam (2025)
• Developed and tested against other bots like BullyBot and RandomBot
• Strategy based on pruning game states using decision tree logic

Files

• /bot_code: Python implementation of the bot and match simulations
• report.pdf: Project report with methodology, evaluation, and conclusions
• /images: Charts and visual statistics from evaluation

Technologies

• Python
• Basic Decision Trees (manually implemented)
• Data Visualization

Match Logs

• bullybot_vs_dtb.py: Simulates games between BullyBot and DecisionTreeBot
• rand_vs_dtb.py: Matches against a random bot

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Authors: Nia Racheva, Anastasia Ciubucova Vrije Universiteit Amsterdam
niaracheva05@gmail.com ciubucovaa@gmail.com