{"repo":"edbeeching/godot_rl_agents","free":true,"listed":false,"github":"https://github.com/edbeeching/godot_rl_agents","clone":"git clone https://github.com/edbeeching/godot_rl_agents.git","description":"An Open Source package that allows video game creators, AI researchers and hobbyists the opportunity to learn complex behaviors for their Non Player Characters or agents","language":"Python","stars":1567,"topics":["reinforcement-learning","simulation","godot"],"license":"MIT","category":"machine-learning","readme_excerpt":"Godot RL Agents Feel free to join our Discord for help and discussions about Godot RL Agents. Godot RL Agents is a fully Open Source package that allows video game creators, AI researchers and hobbyists the opportunity to learn complex behaviors for their Non Player Characters or agents. This repository provides: - An interface between games created in the Godot Engine and Machine Learning algorithms running in Python - Wrappers for four well known rl frameworks: StableBaselines3, Sample Factory, Ray RLLib and CleanRL. - Support for memory-based agents, with LSTM or attention based interfaces - Support for 2D and 3D games - A suite of AI sensors to augment your agent's capacity to observe the game world - Godot and Godot RL Agents are completely free and open source under the very permissive MIT license. No strings attached, no royalties, nothing. You can find out more about Godot RL agents in our AAAI-2022 Workshop paper. https://user-images.githubusercontent.com/7275864/140730165-dbfddb61-cc90-47c7-86b3-88086d376641.mp4 Quickstart Guide This quickstart guide will get you up and running using the Godot RL Agents library with the StableBaselines3 backend, as this supports Windows, Mac and Linux. We suggest starting here and then trying out our Advanced tutorials when learning more complex agent behaviors. There is also a video tutorial which shows how to install the library and create a custom env. Installation and first training Install the Godot RL Agents library. If you ar","default_branch":null,"files":null,"tree":[],"storefront":"/r/edbeeching","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/edbeeching/godot_rl_agents/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}