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. (by Unity-Technologies)
unity-avatar-generation
A minimal example of how to use Unity's AvatarBuilder.BuildHumanAvatar API. (by bkevelham)
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| ml-agents | unity-avatar-generation | |
|---|---|---|
| 60 | 3 | |
| 16,324 | 45 | |
| 1.7% | - | |
| 8.1 | 0.0 | |
| 8 days ago | about 3 years ago | |
| C# | C# | |
| GNU General Public License v3.0 or later | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
ml-agents
Posts with mentions or reviews of ml-agents.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-05-08.
- How do I change the maximum number of steps for training
- are the install steps update to date?
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Help with regenerating new worker id
I am a beginner to using ML Agents to simulate an environment for DL i am trying to trial runs by tinkering through different values between the action space and keep encountering this issue when attempting to run a new trial. I've tried mlagents-learn --force and mlagents-learn --run-id=newtest but both prompt the same error message. Using linux, I am aware of a similar bug occuring in older versions (https://github.com/Unity-Technologies/ml-agents/issues/1505) but solutions didn't fix it.
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Trying to get into AI
The Github page for ML-Agents has a fairly straight forward example.
- Implement API to allow AI/ML to play your game, or is it not needed?
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Is there a good alternative to Unity ML Agents?
Very few commits in the last year and not many new features (https://github.com/Unity-Technologies/ml-agents/commits/develop)
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At least I put effort into the AI prompt to generate some code that people can refer to, whereas you do absolutely nothing to contribute to the community.
and PR content: https://github.com/Unity-Technologies/ml-agents/commit/ed212103e451449bf84711a4a8f7bf11dfb1211a
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I have some questions as an absolute beginner.
Unity can build a stand-alone application or be used as a library. Javascript is deprecated, and Boo along with it although it was never really supported to begin with. Various types of machine learning are supported through the ML-Agent Toolkit and pretty well documented. The toolkit has a Python API but you should be careful about doing anything too unusual in Unity because the documentation tends to have a lot of dead-ends.
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Could Somebody please help me figure this out ? been struggling with it for a week now
Op, I'd just pull the repo again to a new folder from https://github.com/Unity-Technologies/ml-agents (use SourceTree for simplicity if you don't know git).
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Unity ML-Agents documentation is wrong, I can't build an executable and run training as the docs state
My github issue on their documentation: https://github.com/Unity-Technologies/ml-agents/issues/5899
unity-avatar-generation
Posts with mentions or reviews of unity-avatar-generation.
We have used some of these posts to build our list of alternatives
and similar projects.
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How can I scale an arm bone for a VR game?
No not IK. You can modify the bone positions to have different proportions . This might be more helpful https://github.com/bkevelham/unity-avatar-generation
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Resizing bones at runtime on skinned mesh YEAAAAH!!
It took me a while but I finally got runtime bone resizing solved after a couple weeks of struggling with it, big thanks to this github page by bkevelham about avatar generation: unity-avatar-generation
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How to apply an animation with one skeleton to a GameObject with a slightly different skeleton?
With AvatarUtils being a modified version of https://github.com/bkevelham/unity-avatar-generation where I replaced all the bone names with the ones from the vrm:
What are some alternatives?
When comparing ml-agents and unity-avatar-generation you can also consider the following projects:
gym - A toolkit for developing and comparing reinforcement learning algorithms.
AssetStudio - AssetStudio is a tool for exploring, extracting and exporting assets and assetbundles.
AirSim - Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
Hairibar.Ragdoll - A package for animating ragdolls through keyframed animations.
carla - Open-source simulator for autonomous driving research.
PumkinsAvatarTools - A toolbox for easily setting up VRChat avatars in Unity. Adds functionality to the editor and automates some of the tedious tasks.
Deform - A fully-featured deformer system for Unity that lets you stack effects to animate models in real-time
ultimate-volleyball - 3D RL Volleyball environment built on Unity ML-Agents
Aim-IK - A Unity package, to procedurally orientate the character's head (and spine) in a direction without using any animation data.
tensortrade - An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.
Uween - Lightweight tween library for Unity.
ml-agents vs gym
unity-avatar-generation vs AssetStudio
ml-agents vs AirSim
unity-avatar-generation vs Hairibar.Ragdoll
ml-agents vs carla
unity-avatar-generation vs PumkinsAvatarTools
ml-agents vs AssetStudio
unity-avatar-generation vs Deform
ml-agents vs ultimate-volleyball
unity-avatar-generation vs Aim-IK
ml-agents vs tensortrade
unity-avatar-generation vs Uween