https://github.com/welldefinedkernel/21mind

https://github.com/welldefinedkernel/21mind

Last synced: 9 months ago
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• Host: GitHub
• URL: https://github.com/welldefinedkernel/21mind
• Owner: welldefinedkernel
• License: mit
• Created: 2025-02-22T08:23:57.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2025-05-13T22:13:09.000Z (11 months ago)
• Last Synced: 2025-06-07T16:14:02.567Z (10 months ago)
• Language: Jupyter Notebook
• Size: 8.78 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# 21Mind

[![License](https://img.shields.io/badge/license-MIT-blue.svg)](LICENSE)

## Overview

An LLM agent that is capable of playing Blackjack. Tested on DeepSeek R1.

## Notebooks

- evn_test.ipynb: Initial notebook, testing of environment

- eval.ipynb: A notebook for extracting strategy and evaluating performance

- llm_test.ipynb: A small notebook for testing the API of LLMs

- local_llm_test.ipynb: A notebook that was used as an attempt to make locall LLM respond

- run.ipynb: A notebook used for running games on LLM agent

- training.ipynb: A notebook related to trainig LLM on Policy Iteration algorithm

## Files:

- data: Results of games for different configurations of the agent

- dicts: Pickle files with results of games in order to evaluate the strategy