Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Ml Agents | 15,707 | 12 | 17 | 5 months 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. | ||||||||||
Obstacle Tower Env | 453 | 4 years ago | 1 | July 29, 2020 | 29 | apache-2.0 | Python | |||
Obstacle Tower Environment | ||||||||||
Rls | 330 | 2 years ago | 19 | apache-2.0 | Python | |||||
Reinforcement Learning Algorithms Based on PyTorch | ||||||||||
Roboleague | 229 | 3 years ago | 1 | other | C# | |||||
A car soccer environment inspired by Rocket League for deep reinforcement learning experiments in an adversarial self-play setting. | ||||||||||
Q Gridworld | 107 | 6 years ago | C# | |||||||
Demo project using tabular Q-learning algorithm | ||||||||||
Ultimate Volleyball | 51 | 2 years ago | apache-2.0 | C# | ||||||
3D RL Volleyball environment built on Unity ML-Agents | ||||||||||
Mujocounity | 48 | 6 years ago | 2 | other | C# | |||||
Reproducing MuJoCo benchmarks in a modern, commercial game /physics engine (Unity + PhysX). | ||||||||||
The_mayan_adventure | 26 | 3 years ago | mit | ShaderLab | ||||||
The Mayan Adventure is an open-source reinforcement learning environment for Unity ML-Agents. In this environment, you train your agent (Indie) to find the golden statue in this dangerous environment full of traps. | ||||||||||
Logisticsenv | 23 | a year ago | 1 | mit | C# | |||||
UAV Logistics Environment for Multi-Agent Reinforcement Learning / Unity ML-Agents / Unity 3D | ||||||||||
Unity Ml Environments | 22 | 6 years ago | 1 | mit | C# | |||||
This repository features game simulations as machine learning environments to experiment with deep learning approaches such as deep reinforcement learning inside of Unity. |