Unity Ml Environments Alternatives

This repository features game simulations as machine learning environments to experiment with deep learning approaches such as deep reinforcement learning inside of Unity.
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Alternatives To MarcoMeter/Unity-ML-Environments
Project Name Stars Downloads Repos Using This Packages Using This Most Recent Commit Total Releases Latest Release Open Issues License Language
Unity-Technologies/ml-agents 15,707 12 17 over 2 years ago 46 October 09, 2023 48 other C#
The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
lgsvl/simulator 2,029 0 0 about 3 years ago 0 625 other C#
A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles
beyretb/AnimalAI-Olympics 552 0 0 almost 5 years ago 19 May 03, 2020 1 apache-2.0 Python
Code repository for the Animal AI Olympics competition
UnityTechnologies/MachineLearningRoguelike 315 0 0 about 4 years ago 0 4 other C#
A small Roguelike game that uses Machine Learning to power its entities. Originally used in talks by Ciro & Alessia.
xavierpuigf/virtualhome 311 0 0 over 2 years ago 2 April 27, 2022 27 mit Python
API to run VirtualHome, a Multi-Agent Household Simulator
roboserg/RoboLeague 229 0 0 about 5 years ago 0 1 other C#
A car soccer environment inspired by Rocket League for deep reinforcement learning experiments in an adversarial self-play setting.
araffin/learning-to-drive-in-5-minutes 210 0 0 over 5 years ago 0 mit Python
Implementation of reinforcement learning approach to make a car learn to drive smoothly in minutes
Unity-Technologies/articulations-robot-demo 193 0 0 over 4 years ago 0 6 apache-2.0 C#
Unity-Technologies/Q-GridWorld 107 0 0 over 8 years ago 0 0 C#
Demo project using tabular Q-learning algorithm
fsstudio-team/ZeroSimROSUnity 88 0 0 almost 4 years ago 0 10 mit C#
Robotic simulation in Unity with ROS integration.
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