Built using Python. Inquisitive Riddler Investigating Navigational Arteries (in minesweeper), or irina for short (cause she is), is an Artifically Intelligent Model to solve Mineweeper by utilizing a probabilstic approach. Most Exciting Thing? This algorithm is nearing world record timings and this is just the beginning.
| Stage | Time |
|---|---|
| Beginner | 5s |
| Intermediate | 15s |
| Expert | 32s |
| Beginner | Intermediate | Expert |
|---|---|---|
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You get: Finally solve the game, Flex to friends, Peace of Mind
I get (hopefully): Star, Heart, Follow :)
(exclusive to Windows presently)
Requirements: gh, pip, python 3.12+
Run the following commands:
gh repo clone aryankeluskar/irina.minesweeper
pip install -r requirements.txt
The app will auto-calibrate itself to your device's display assuming that you adhere to using the WINMINE.EXE given in the repo. Use the following command
python main.py
And let the magic (a.k.a. irina) shine brighter than all neon on broadway (pretty normal stuff imo)
It starts by randomly tapping 3 cells, then finds the probability of surrounding cells being a mine while training a Reinforcement Learning model in background to predict the next set of non-mine cells and click on them. This process repeats until there are no non-mine cells remaining. Motivation? My close friend and I were getting nostalgic over our high school memories of playing this beautifully haunting game but never winning, so I built this project to redeem our younger selves.