https://github.com/lucas-emery/rocket-league-gym

A Gym-like environment for Reinforcement Learning in Rocket League
https://github.com/lucas-emery/rocket-league-gym

gym-environment hacktoberfest reinforcement-learning rocket-league

Last synced: about 1 month ago
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A Gym-like environment for Reinforcement Learning in Rocket League

• Host: GitHub
• URL: https://github.com/lucas-emery/rocket-league-gym
• Owner: lucas-emery
• License: apache-2.0
• Created: 2020-10-15T16:10:31.000Z (about 4 years ago)
• Default Branch: main
• Last Pushed: 2024-04-13T20:06:50.000Z (8 months ago)
• Last Synced: 2024-04-14T03:39:15.786Z (8 months ago)
• Topics: gym-environment, hacktoberfest, reinforcement-learning, rocket-league
• Language: Python
• Homepage:
• Size: 1.18 MB
• Stars: 193
• Watchers: 10
• Forks: 41
• Open Issues: 22
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• awesome-deep-rl - RLGym - A python API to treat the game Rocket League as an OpenAI Gym environment. (Environments)

README

        
# The Rocket League Gym

This is a python API that can be used to treat the game [Rocket League](https://www.rocketleague.com) as though it were an [OpenAI Gym](https://gym.openai.com)-style environment for Reinforcement Learning projects. This API must be used with the accompanying Bakkesmod plugin.

## Requirements

* A Windows 10 PC

* Rocket League (Both Steam and Epic are supported)

* [Bakkesmod](https://www.bakkesmod.com)

* The RLGym plugin for Bakkesmod (It's installed automatically by pip)

* Python between versions 3.7 and 3.9 (3.10 not supported).

## Installation

Install the library via pip:

```

pip install rlgym

```

Once the API is installed, you will need to enable the RLGym plugin from inside the Bakkesmod plugin manager. To do this, first launch the game, then press F2 to open the Bakkesmod menu. Navigate to the `plugins` tab and open the `Plugin Manager`. From there, scroll down until you find the RLGym plugin, and enable it. Close the game when this is done.

RLGym is now installed! simply run ```example.py``` from our repo to ensure everything works.

## Usage

For tutorials and documentation, please visit our [Wiki](https://rlgym.github.io/).