21Mind

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