Train your first A.I. in Unity | ML-Agents Tutorial 2020 

This is the first video in my ML Agents playlist. Make sure to check out the other ML Agents videos in the playlist: ru-vid.com/group/PL8fePt58xRPY1-pkhMPus3GlUGXNdqMH5

even in 2024 this video is still helping me train my agents hahah good stuff and great tutorial sir

Thank you very much Sir. I had been trying to achieve this for days. I read their documentation on ml agents but nothing helped much. I followed the same way u showed in this tutorial and everything worked so fine. You don't know how much you have helped!! Thanks Again :)

I've looked through so many tutorials and this one is the only one that worked. Thank you so much!

Took the better part of the day playing with all the pip installs and correct versions, but it all works now. Thanks for this :) good job!

Nice series man, I would like to learn more and Finnish the full series. Keep going.

nice work please continue the series. looking forward to it

This is the Most Clear Video on ML-Agents ... Thanks a lot

Very much thank you! Your video helped me go this on my comp. although I don't even know English, everything was clear. Thank you very much!

This is my first time trying to learn ML (though i am a game dev), and I hope I can learn something from your tutorials. Demos in intro look very cool!

The clearest video tut so far, thanks man! looking forward to your video update.

Your tutorial is so clear and well instructed. It's my first mlagents project that worked. Thank you very much.

This is amazing and thank you for making these! Exactly what I was looking for. Very clear and precise! Many kudos :)

The best video to start working on ML-Agents and also support system is very helpful.

Please continue the series. I would love to know how to make games for it on its own!

That's exactly what I need for my next game. Thx for sharing

Thanks! This is the best video I have seen so far!!! I will go through all the other videos!

I highly appreciate it. I had an issue using newer versions of the ML Agents and now i'm using v1, and no longer get the port error (I tried to fix this in many ways but downgrading was the only choice). Thank you!

Amazing content. Subscribed!

Cool, thank you for the tutorial!

Great Video. Very good explanation

please keep on making these videos. i always wanted to learn this.

Great content!

Strait forward explanations, thanks !

Thank you guy i find A.I is the collest thing in Unity so thanks for this tutorial

such cool, much thanks

beautiful

so cool!

ausgezeichnet!

thanks for teaching me how to install unity

seems like a good foundation for a tower defense game ;-)

I got error with --train , "Use --inference to run in inference mode." --train option has been deprecated. Train mode is now the default. Use --inference to run in inference mode." what to do help!!!

Nice video! Btw, how do you manage to config your Gpu to train the model instead the cpu( default). Thanks

Sorry, just one more question. Is it possible to combine Imitation learning with Reinforcement learning? Like training an RL model with demonstration data?

Hi, when I want to train the AI, I get an error: « zsh: command not found: ml-agents », but when I type « conda list » I have the same output as you so I don’t understand where the error is from? I have the mlagents release 4 maybe it might be one of the reasons?

can you make a detailed playlist? or can you refer some materials for learning these? i am beginner in unity and i know deep learning thank you

help, i dont have ml agent package on my unity list.

It s an amazing well explained video, this is what I was looking for . I am getting an error though after I typed mlagents-learn. Error:- importerror: dll load failed: the specified module could not be found. failed to load the native tensorflow runtime. Could you help me please.

This is all well and good in the context of current projects which have goals, like keeping the ball on the cube. Would be good to see how you set up all the project goals first, otherwise, how does the 3rd party app know what it good and bad.

great, make some Eco-System bro

Dose anyone get this problem where the Unity Console pop up and said :"Couldn't connect to trainer on port 5004 using API version 1.4.0. Will perform inference instead.",i google it but still couldnt fix it ,can anyone help me out here?ill b very appreciate it

i done getting-started.md but im stuck at the last part.. where is "results" folder? to get that 3dballs.onnx files i just created ?

hi. after completing your study which direction you want to go? like unity development, web developer?

Hi, just a quick question. If you stop the training process, can you resume it later?

can you create your own environment and your own neural network code or is it predefined neural network and you can't modify it ? @Bot Academy

*Please, help!* When I run the mlagent-learn command, I get an error: ImportError: DLL load failed: ?? ?????? ????????? ??????. Failed to load the native TensorFlow runtime (Sorry for my English)

if I want to create a new project, the name in the config file needs to be equal to the Unity scene?

Hello ! Do you know what type of activation function use ml-agents? And how configurate it?

after installing ml agent, and starting the project, it would not show up in my folders. I need some help with this, because it's really annoying and time consuming to figure out whats wrong

Showing this error please help me ImportError: DLL load failed while importing _pywrap_tensorflow_internal: A dynamic link library (DLL) initialization routine failed. Failed to load the native TensorFlow runtime.

hey they have a release 2 should we download that?

If I am creating a python ML model how can I use it inside Unity? Example A face recognition model. I don't know is this the exact thread to ask this question.

BOTS be looking kinda THICC

but...how do you tell it what to train for? Seems to me like that would be the most important part.

Please apply some ML/AI in Godot Game Engine as your new tutorial series. Would be a great help!!!

9:59 ERROR: ml-agents.evns is not a valid editable requirement. It should either be a path to a local project or a VCS URL (beginning with bzr+http, bzr+https, bzr+ssh, bzr+sftp, bzr+ftp, bzr+lp, bzr+file, git+http, git+https, git+ssh, git+git, git+file, hg+file, hg+http, hg+https, hg+ssh, hg+static-http, svn+ssh, svn+http, svn+https, svn+svn, svn+file).

hello, i have a problem mlagents_envs.exception.UnityTimeOutException: The Unity environment took too long to respond. Make sure that : The environment does not need user interaction to launch The Agents' Behavior Parameters > Behavior Type is set to "Default" The environment and the Python interface have compatible versions. Version information: ml-agents: 0.25.0, ml-agents-envs: 0.25.0, Communicator API: 1.5.0, PyTorch: 1.7.1+cu110 and second: Couldn't connect to trainer on port 5004 using API version 1.5.0. Will perform inference instead.

Great video! can you please make one when you so how to create and train an environment from scratch?

what if I have python 3.8? Does that make any difference ? '

We'd appreciate a full series on making our own projects from scratch with python

Showing these error pkg_resources.ContextualVersionConflict: (numpy 1.19.1 (e:\anaconda\envs\unity\lib\site-packages), Requirement.parse('numpy=1.16.0'), {'tensorflow'}) please help me............................ please. please.

Hello sir! I love your series about AI in Unity! The only problem is that it gives me an error when I type mlagents-learn config\trainer_config.yaml --run-id=first_run-3dball --train, it gives me a very long error, but I got the most important part: FileNotFoundError: [Errno 2] No such file or directory: 'configtrainer_config.yaml' Does someone know a fix? Thanks a lot! P.S I'm on Mac

It just gave me 153 errors. How do I solve them

I don't have any trainer_config.yaml file in my config folder :( (i have the ml-agents-release_3) So i created it manually, but when i run the command : "mlagents-learn config\trainer_config.yaml --run-id=first_run-3dball --train" it gave me this error message "mlagents.trainers.exception.TrainerConfigError: The option 3DBall was specified in your YAML file, but is invalid." So i used the 3DBall.yaml file in the folder "config/ppo" and it worked ^^ (mlagents-learn config\ppo\3DBall.yaml --run-id=first_run-3dball --train)

Omg Mannheim?! Bin voll in deiner Nähe! Bin 16 Jahre alt und will in die richtung Arbeiten gehen, kannst du mir sagen was ich arbeiten will? Ich will halt Games Designen oder Coden :( Hast du discord?

Is it possible to train them at runtime?

yo tysm i was searching up A.I. training I found nothing exepect urs

a tutorial for mac?

Redoing it again after 2 year's ,😂

when i command (unity1) C:\Users\Ittahad's pc>pip install mlagents the result came like this ERROR: After October 2020 you may experience errors when installing or updating packages. This is because pip will change the way that it resolves dependency conflicts. We recommend you use --use-feature=2020-resolver to test your packages with the new resolver before it becomes the default. tensorflow 2.3.1 requires numpy=1.16.0, but you'll have numpy 1.19.2 which is incompatible. mlagents-envs 0.20.0 requires numpy=1.14.1, but you'll have numpy 1.19.2 which is incompatible. Successfully installed Pillow-7.2.0 absl-py-0.10.0 aiohttp-3.6.2 astunparse-1.6.3 async-timeout-3.0.1 attrs-20.2.0 cachetools-4.1.1 cattrs-1.0.0 chardet-3.0.4 cloudpickle-1.6.0 gast-0.3.3 google-auth-1.22.0 google-auth-oauthlib-0.4.1 google-pasta-0.2.0 grpcio-1.32.0 h5py-2.10.0 idna-2.10 keras-preprocessing-1.1.2 markdown-3.2.2 mlagents-0.20.0 mlagents-envs-0.20.0 multidict-4.7.6 numpy-1.19.2 oauthlib-3.1.0 opt-einsum-3.3.0 protobuf-3.13.0 pyasn1-0.4.8 pyasn1-modules-0.2.8 pypiwin32-223 pywin32-228 pyyaml-5.3.1 requests-2.24.0 requests-oauthlib-1.3.0 rsa-4.6 six-1.15.0 tensorboard-2.3.0 tensorboard-plugin-wit-1.7.0 tensorflow-2.3.1 tensorflow-estimator-2.3.0 termcolor-1.1.0 urllib3-1.25.10 werkzeug-1.0.1 wrapt-1.12.1 yarl-1.6.0 (unity1) C:\Users\Ittahad's pc> please help me ...what to do

where is the anaconda promt on mac?

Be looking kinda THICC

Ich wusste doch ich kenne den Akzent xD

it didnt work it said it didnt work

i am having problems with anaconda

Bro uses cheat engine

I am 20 and I am still in 1st year Bachelor lol