Kinect-VFX-Graph
Use Kinect's depth feed with Unity's VFX Graph (by roelkok)
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)
Our great sponsors
| Kinect-VFX-Graph | ml-agents | |
|---|---|---|
| 1 | 60 | |
| 201 | 16,324 | |
| - | 1.7% | |
| 0.0 | 8.1 | |
| over 3 years ago | 8 days ago | |
| C# | C# | |
| - | GNU General Public License v3.0 or later |
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.
Kinect-VFX-Graph
Posts with mentions or reviews of Kinect-VFX-Graph.
We have used some of these posts to build our list of alternatives
and similar projects.
-
Kinect + Unity groovin'
https://github.com/roelkok/Kinect-VFX-Graph Based on this, but with better thresholding and pfx
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?
-
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.
-
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?
-
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)
-
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
-
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.
-
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).
-
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
What are some alternatives?
When comparing Kinect-VFX-Graph and ml-agents you can also consider the following projects:
UIEffect - UIEffect is an effect component for uGUI element in Unity. Let's decorate your UI with effects!
gym - A toolkit for developing and comparing reinforcement learning algorithms.
LaspVfx - Audio reactive Unity VFX with LASP
AirSim - Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
UnityLibrary - :books: Library of all kind of scripts, snippets & shaders for Unity
carla - Open-source simulator for autonomous driving research.
HdrpVatExample - VAT (Vertex Animation Texture) with Unity Shader Graph and Visual Effect Graph
AssetStudio - AssetStudio is a tool for exploring, extracting and exporting assets and assetbundles.
unity-avatar-generation - A minimal example of how to use Unity's AvatarBuilder.BuildHumanAvatar API.
HDRP-VFXGraph-Workshop - VFX graph workshop in HDRP with samples
ultimate-volleyball - 3D RL Volleyball environment built on Unity ML-Agents
Kinect-VFX-Graph vs UIEffect
ml-agents vs gym
Kinect-VFX-Graph vs LaspVfx
ml-agents vs AirSim
Kinect-VFX-Graph vs UnityLibrary
ml-agents vs carla
Kinect-VFX-Graph vs HdrpVatExample
ml-agents vs AssetStudio
Kinect-VFX-Graph vs AssetStudio
ml-agents vs unity-avatar-generation
Kinect-VFX-Graph vs HDRP-VFXGraph-Workshop
ml-agents vs ultimate-volleyball