Ml Agents Alternatives
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.
| 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 | 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. | ||||||||||
| Simulator | 2,029 | 2 years ago | 625 | other | C# | |||||
| A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles | ||||||||||
| Animalai Olympics | 552 | 4 years ago | 19 | May 03, 2020 | 1 | apache-2.0 | Python | |||
| Code repository for the Animal AI Olympics competition | ||||||||||
| Virtualhome | 311 | 2 years ago | 2 | April 27, 2022 | 27 | mit | Python | |||
| API to run VirtualHome, a Multi-Agent Household Simulator | ||||||||||
| Roboleague | 229 | 4 years ago | 1 | other | C# | |||||
| A car soccer environment inspired by Rocket League for deep reinforcement learning experiments in an adversarial self-play setting. | ||||||||||
| Learning To Drive In 5 Minutes | 210 | 5 years ago | n,ull | mit | Python | |||||
| Implementation of reinforcement learning approach to make a car learn to drive smoothly in minutes | ||||||||||
| Articulations Robot Demo | 193 | 4 years ago | 6 | apache-2.0 | C# | |||||
| Q Gridworld | 107 | 7 years ago | C# | |||||||
| Demo project using tabular Q-learning algorithm | ||||||||||
| Zerosimrosunity | 88 | 3 years ago | 10 | mit | C# | |||||
| Robotic simulation in Unity with ROS integration. | ||||||||||
| Ultimate Volleyball | 51 | 3 years ago | apache-2.0 | C# | ||||||
| 3D RL Volleyball environment built on Unity ML-Agents | ||||||||||
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