2048-AI

A Python AI for the 2048 game based on expectimax optimization

Requirements

To install requirements

conda env create -f environment.yml

Play

conda activate 2048_ai
python ai.py

Test result

Result of 10000 runs

Score

• Average score: 27373
• Best score: 104116

Probability

• ≥ 1024: 94.63%
• ≥ 2048: 64.86%
• ≥ 4096: 7.16%
• ≥ 8192: 0.01%

Speed

• Speed: 4.401 ms/step (without GUI)

Acknowledgements

2048-GUI
Algorithm