AI LEARNS BASKETBALL

An A.I. learns how to throw basketballs. The A.I. was programmed using Unity3D (a game engine) with Machine Learning (Reinforcement Learning) using the ML-Agents framework. The Algorithm used to train this A.I. is called PPO (developed by OpenAI). If you are interested in more information, check out:
/ tf-jam-with-ml-agents .
My name is Sebastian Schuchmann from Germany and I hope you enjoyed this video.
If you want to support me! :)
Patreon: www.patreon.com/user?u=25285137
Twitter: / sebastianschuc7
Github: github.com/Sebastian-Schuchma...
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www.sebastian-schuchmann.com/...
Music: GoodNite X Oshi - Homecoming

[@revimfadli4666]

Dude Perfect better watch out...
Btw, would you upgrade it to play the full basketball game, with teams & rules?

[@patmw]

I love your videos man keep it up :)

[@hermanlindqvist7238]

I concur this was great, danke!

[@PickentCode]

This is awesome! Can't believe you only have 3 subscribers.

[@SebastianSchuchmannAI]

Hey thanks! Really motivating. I will try to make another video soon!

[@abcqer555]

Make that 9!

[@abcqer555]

@@SebastianSchuchmannAI Definitely. Great content, keep it coming :D

[@simonstrandgaard5503]

Beautiful.

[@tee54985]

how did you create the reward. isn't the time lag between throw and hit bad for training? or do you calculate that immediately when throwing?

[@parikshitsaikia5355]

hey did you used reinforcement learning?, btw that was awesome.

[@parikshitsaikia5355]

and if we consider that the player can move anywhere on the ground, what are the action, observation spaces?

[@sps014]

Looks like NEAT

[@sps014]

@@parikshitsaikia5355it also may be QLearning

[@sps014]

Action Space:Vec3 force
Observable : Distance Vec3 between player and Rod ,May be current Velocity of player
I am guessing these things, i may be wrong,
waise yahi hona chahiye shaayad.

[@revimfadli4666]

@@sps014 Proximal Policy Optimization, it's in the description

[@JuXuS1]

veri gut

[@maloxi1472]

Hahaha!

[@SempiternalScientist]

The AI didn't learn basketball, it just learned how to navigate a program you created that simulates a basketball game...there's a major difference.

[@SebastianSchuchmannAI]

Yes there is. But it makes for a more succinct title 😄

[@Reafuse111]

@@SebastianSchuchmannAI lmao

[@rickybloss8537]

No duh it's a simplified version.