5 Hacks to speed up ML-Agents Training in Unity3D

Easy tips to train your Reinforcement Learning AI with Unity3D using the ML-Agents Framework. My name is Sebastian Schuchmann, AI enthusiast from Germany and we are going to cover simple, beginner-friendly ways to improve your Machine Learning process. The Algorithm used is called PPO and was developed by OpenAI (founded by Elon Musk). After watching this video you will hopefully be able to train an Artificial Intelligence to crack your favorite game. I am very curious about what you guys will create!
Strawpoll: www.strawpoll.me/18950144
PATREON Support: www.patreon.com/user?u=25285137
Keep in touch: / sebastianschuc7

[@sharif47]

0:12
Pretty sure the AI wants to be a boxer. Let him be what he wants to be.

[@praxition1416]

Made to learn tip number 2 the hard way, I literally spent 2 weeks trying to make a pong ai from scratch and didn't play test so instead for taking maybe 3 days it is taking 2 weeks

[@WilliamThyer]

Awesome channel!

[@8o8inSquares]

Fantastic tips!

[@adamkellymusic]

Great tips, Sebastian!

[@zahhym]

you deserve so much more

[@heyyounotyouyou3761]

0:52
Proof that it is an AI: MAN NEVER USES BREAK

[@whiteWallism]

How is the performance of using a ai-brain compared to conventional written ai?

[@rikrishshrestha5421]

why r people named 'sebastian' usually so talented? A research needs to be done about this.

[@mickmickymick6927]

How long should training take? I have what feels like a basic agent that can rotate left/right and move forward and back. I want the agent to move towards a goal, thats all but its never able to reliably do it and I train for like 200k steps or more. I have checked my cod many times and tweaked parameters and nothing works. How come tutorial videos train in seconds and mine never?

[@GaryMcKinnonUFO]

Use something like Pytorch to train on your GPU then load into Unity.

[@kidskidoosplay949]

Hi,I am new to Unity ML-Agent tool kit ,could you suggest some tutorials about unity mlagents and training it

[@SebastianSchuchmannAI]

Check out Immersive Limit (ua-cam.com/channels/1c0mDkk8R5sqhXO0mVJO3Q.html) on UA-cam for some great tutorials.

[@GaryMcKinnonUFO]

Train them using something like pytorch on your GPU to save time.

[@meowththatsright7881]

Where is the driving car video from at 0:45 is it from unity?

[@SebastianSchuchmannAI]

Yes, check out this video to learn more: ua-cam.com/video/yimKjjwUv38/v-deo.html

[@franfdk17]

@@SebastianSchuchmannAI The video is not available, what is the car game please?

[@SebastianSchuchmannAI]

@@franfdk17 Hey, I am sorry. I took it from the video I linked. I haven't seen it anywhere else :/

[@watercat1248]

i dont not understand way to use A.I if want to make driver game the more simple selution is to add bot with path animtion

[@revimfadli4666]

Like said in the first hack, driving is a deceptively easy benchmark to test if the AI can work _at all,_ if it fails such an easy task then something's wrong

[@watercat1248]

@@revimfadli4666 ok

[@AHSEN.]

I did the poll _immediately_ when you mentioned it and I was astonished to see how few people actually did it. Anyways, great content and I've subscribed too! The first video of yours I saw was the one in which you made some AI racecars and I followed that and it worked great! You can see my AI car project here: 01000001-01101011.github.io/AI-Cars-Demo/

[@erobusblack4856]

Do a humanoid ai in unity, lets keep it real thats what we want, heck if one was made it could be put on the asset store 😉......., but make it nice, in multiple styles and with all necessary modalities 🤨😒

[@ibarbosa2443]

I Made every mistake you mentioned

[@ademord]

that horrible in between when you love the youtubers content but hate his accent