skoocda / saltie

🚗 Rocket League Distributed Deep Reinforcement Learning Bot

Saltie

Saltie is a deep reinforcement learning bot and framework. It learns how to play Rocket League by receiving rewards for certain actions.

Its backend framework for communicating with the game is RLBot. RLBot is a framework to create bots to play Rocket League that reads values from the game and outputs button presses. RLBot works for up to 10 bots.

Requirements

Windows (7+), Rocket League, Python 3, Tensorflow.

Short Description

Saltie is a bot that uses Neural Networks and Machine Learning to learn how to play the game. It also has tools for training bots and collecting the replays from a lot of distributed computers

Setup

For setup instructions, check out the wiki.

Contributing

We are currently looking for contributors! If you would like to contribute, join the Discord server and let one of the Team Leads know.

You can also start a pull request and we will review the changes.

DEMO