Matthew North - Portfolio - Flappy ML

Flappy ML Title.avif

Project Information

Description

Flappy ML is a tech preview for machine learning. A neural network was trained to play a Flappy Bird spin off game and you are suppose to try and defeat it.

Timeline

Apr 2023
5 days

Engine

Unity
C#

Team

None

Work Description

  • Trained a neural network with reinforcement learning to play the game and compete with the player.
  • Used PyTorch with CUDA and Unity ML Agents libraries for training the network.
  • Used Tensorboard for viewing realtime training information.