Love Between Neural Networks

Inspiration

My love for AI and Machine Learning.

What it does

Neural Networks learn to play Pong using NEAT (natural selection).

The input layer neurons correspond to: (The attributes visible to the neural networks):

• Ball X position
• Ball Y position
• Ball's angle of travel (2 neurons)
• Paddle's Y position

The neural networks are paired, face each other for ten seconds, reproduce based on their score.

In this demo, a short animation will be played through, showcasing its features.

How I built it

C++, SDL for images

Challenges I ran into

Conflicting image and render types could not be put on the screen at the same time which put a damper on things

Accomplishments that I'm proud of

It produces working neural networks, the Header I created for the neural networks is contained in a nice template for future, and it's cute, funny, and educational.

What I learned

Even 24 hours isn't enough sometimes.

What's next for Love Between Neural Networks

Better and faster learning!

Built With

• c++
• sdl