Ml Agents
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 | 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. | ||||||||||
| Simulator | 2,029 | a year ago | 625 | other | C# | |||||
| A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles | ||||||||||
| Animalai Olympics | 552 | 3 years ago | 19 | May 03, 2020 | 1 | apache-2.0 | Python | |||
| Code repository for the Animal AI Olympics competition | ||||||||||
| Machinelearningroguelike | 315 | 2 years ago | 4 | other | C# | |||||
| A small Roguelike game that uses Machine Learning to power its entities. Originally used in talks by Ciro & Alessia. | ||||||||||
| Virtualhome | 311 | 6 months ago | 2 | April 27, 2022 | 27 | mit | Python | |||
| API to run VirtualHome, a Multi-Agent Household Simulator | ||||||||||
| 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. | ||||||||||
| Learning To Drive In 5 Minutes | 210 | 3 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 | 2 years ago | 6 | apache-2.0 | C# | |||||
| Q Gridworld | 107 | 6 years ago | C# | |||||||
| Demo project using tabular Q-learning algorithm | ||||||||||
| Zerosimrosunity | 88 | 2 years ago | 10 | mit | C# | |||||
| Robotic simulation in Unity with ROS integration. | ||||||||||
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Deep Learning
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Unity
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