2048 AI

Inspiration

We think that AI is really interesting and we wanted to have the chance to experiment with basic neural networks and new APIs.

What it does

The project has a neural network which we built in Java that has a genetic algorithm to take inputs from a web browser 2048 game and produce outputs/learn to play the game from scratch

How we built it

Neural network Selenium stuff (sorry no time)

Challenges we ran into

Scraping data from website needs too many requests from site so it crashes but other than that it should theoretically work

Accomplishments that we're proud of

Learning things we had no clue about with minimal coding experience

What we learned

So freaking much

What's next for 2048 AI

Trying to overcome webscraping problem

Built With

• java
• selenium