A.I Learns to Make $1.000.000 (Deep Reinforcement Learning)

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ZuzeloApps

ZuzeloApps

Күн бұрын

I have trained A.I to make money.... with FARMING!
Remember Chiklz?! Our beloved A.I friend is back with a new challenge! He will have to learn how to make money by growing animals and selling the meat for profit!
Music at 4:59 - ‪@ProotzelyBoy‬
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Time Codes:
0:00 - Intro
0:31 - How it works?
2:30 - 1st Attempt
4:00 - 2nd Attempt
5:12 - A.I Training
7:00 - Final Results
8:50 - The Strategy
#Zuzelo #unity #ai #reinforcementlearning #aimakesmoney

Пікірлер: 88
@Zuzelo
@Zuzelo 11 ай бұрын
How was the Pogo & Chiklz Montage? Also, the comment for the algorithm!
@Epicdoge117.
@Epicdoge117. Ай бұрын
Give chiklz the existing punishment 😈
@humaane8045
@humaane8045 11 ай бұрын
One thing you could do is sort of a "hide-and-seek" survival, where Chiklz needs to get a bunch of resources to survive but make searchlights that turn on and off periodically which drain health when he is in them. Even if you make the searchlight in fixed locations, it would be interesting to see if the AI would be able to learn when a path was clear and when it was not. I do like a lot of you A.I. content and have admittingly been bingeing it today.
@Zuzelo
@Zuzelo 11 ай бұрын
Ohhhh so he gotta be steaaaalthy!! Perhaps a bank heist?! Hmmmm
@skrelvthemite
@skrelvthemite 11 ай бұрын
chiklz likes to chug that water
@Zuzelo
@Zuzelo 11 ай бұрын
He does! Also, considering water is like $10 a bottle. He had an additional $1130 at the end :D
@alfredrnnejohannesen95
@alfredrnnejohannesen95 11 ай бұрын
Love to see pogo appearing in so many videos. Really makes your channel feel unique.
@Zuzelo
@Zuzelo 11 ай бұрын
Pogo iz gud!
@MyDude199
@MyDude199 11 ай бұрын
My guess is because it didnt need to go to the other pens because it found that the one closest to pogo was best. You can incentivize it by making time a puniahment. Since he will try to more things to get money faster.
@Zuzelo
@Zuzelo 11 ай бұрын
Hmm, sounds about right actually. But how are you gonna explain the 113 water bottles?! xD
@somuchtocook9159
@somuchtocook9159 11 ай бұрын
@@Zuzeloa nuclear engineer said that 1+1=100 because you need to be really certain that it works
@mort-ai
@mort-ai 11 ай бұрын
@@Zuzelo limit the number in he inventory for max 10
@gg_jacob
@gg_jacob 11 ай бұрын
@@Zuzelo There's no punishment for having excessive water if he's making enough money to profit and survive. If survival was more expensive, I'd be willing to be that they'd buy less water. Make it so there's a smaller window of success.
@Draktand01
@Draktand01 10 ай бұрын
I’d be interested to see a survival town civ where thousands of ai get born, go to school for learning a task, and then get thrown out into the field trying to perform said task. The teaching methods used at the school continue to evolve based on the success rate of the method in the field. The AI’s are born knowing ver little other than hiw to attend school, and all the training parameters are decided by the school. Note that the school doesn’t have the ability to do neural surgery, and the evolutionary success of the base pre school neural net is based on the neural net’s ability to learn and perform a wide verity of tasks, encuraging general intelligence. Every little thing that an agent needs to do other than knowing how to walk to a specified location is considered a task, and is learned at school. The only non general intelligence should probably be the teachers, in order for them to evolve the teaching methods faster. Basically, the teachers are a different breed of human, just like in real life, lol. So the AI genetic selection is based on one task only, it’s ability to learn from the teachers on how not to die before they reproduce.
@coleagnew691
@coleagnew691 11 ай бұрын
Here is another idea: add on more available plots of land each one for differ types of animals, and different animals produce different things and consume different things. BUT pogo can also hire “farm hands” to do certain tasks for him to make it easier for him to own more pens.
@Zuzelo
@Zuzelo 11 ай бұрын
Ooooh I like it!
@coleagnew691
@coleagnew691 11 ай бұрын
@@Zuzelo thanks!
@Charlieee1
@Charlieee1 11 ай бұрын
I'm guessing that your reward function includes time survived and coins, so it makes sense for the AI to buy as many water bottles as possible to live as long as possible without ending the simulation (at 1000 coins).
@Zuzelo
@Zuzelo 11 ай бұрын
Yeah, I also think that might have been the case. The agent just understood that it is more profitable to just stay around 1k and buy water to drop that value :D
@UselessAccountYT
@UselessAccountYT 11 ай бұрын
This is the first video I have seen from you, I like the content already!
@Zuzelo
@Zuzelo 11 ай бұрын
I am glad you like it :) There is much more on the way!
@LuizMoratelli
@LuizMoratelli 11 ай бұрын
Good to see Chiklz again! Great Video like always :D
@callmeclover_
@callmeclover_ 10 ай бұрын
idea: add upgrade stages so that he has to think ahead in order to make more money. example: /-upgrade> mud bath (pig only, med money) basic plot (chickens only, low money) -upgrade> large plot (cow chicken pig, med money) = -upgrade> coop (chickens only, high money) \-upgrade> barn (cow only, med money) different upgrades cost more money, but produce more. different animals cost more, but sell for more. another idea is to add the ability to make a well with 1 plot, so you dont have to buy water, but you have to spend alot of money on it.
@Zuzelo
@Zuzelo 10 ай бұрын
Haha you are reading my mind! That was initially the idea, but it turned out to be slightly too complex for Chiklz, so I dumbed it down! Next time tho will be with upgrades!
@altairpl8026
@altairpl8026 10 ай бұрын
4:30 he said F**k in Polish just so you know
@PinkTieCam
@PinkTieCam 11 ай бұрын
Minecraft hearts and food bar llooll
@ZephPeterson
@ZephPeterson Ай бұрын
Chikilz buys so much water because his activities are time-gated by the water consumption rate. He only has time to do 2 or 3 things without needing to drink or take damage. I suspect if poor chikilz had a list of what had damaged him most, it would be overwhelmingly lack of water.
@Zuzelo
@Zuzelo Ай бұрын
hmmm that does make sense, if/when I make a part 2, I will try to add a limit perhaps to water purchase/consumption. Maybe that will bring some interesting results as well
@howtogame2745
@howtogame2745 11 ай бұрын
Dude ur channel is soooooo underrated
@berekettibebu8861
@berekettibebu8861 9 ай бұрын
i love this ai videos, amazing stufff
@coderchris8425
@coderchris8425 7 ай бұрын
more farming more animals. There. I said it.
@aahhhh101
@aahhhh101 10 ай бұрын
I would love more
@Zuzelo
@Zuzelo 10 ай бұрын
There will be more!
@villev624
@villev624 11 ай бұрын
I love your videos they are to good!
@gabrielv.4358
@gabrielv.4358 5 ай бұрын
Muito legal, bem feito. Gostei dos graficos fofos também. Continue assim!
@mithulc8422
@mithulc8422 11 ай бұрын
Would like to see if there was a griefer would the ai attack it or not
@Zuzelo
@Zuzelo 11 ай бұрын
Hm interesting. What would the griefer do? Steal the animals?
@mithulc8422
@mithulc8422 11 ай бұрын
​@@Zuzelo steal chicken or also have it sell chickens to pogo and have pogo limit the amount of chicken it can buy
@mithulc8422
@mithulc8422 11 ай бұрын
Or Like if chiklz touches the griefer the griefer would stop for sometime
@Zuzelo
@Zuzelo 11 ай бұрын
@@mithulc8422 Sounds interesting! I might actually try it for the next episode :D
@snefden
@snefden 8 ай бұрын
You could give every think the agend can hold (water, meet and the corn) a weight, which slows him down
@user-hr3yw1ih5n
@user-hr3yw1ih5n 9 ай бұрын
Can you PLEASE consider making this open source! If not, can you explain the basic algorithm you used to make this reinforcement learning? I appreciate your wonderful work❤
@Zuzelo
@Zuzelo 9 ай бұрын
The algorithm I use is PPO and is the standard algorithm used in Unity ML Agents (package for doing Machine Learning stuff in unity). If you need a good tutorial on how to start, CodeMonkey has a nice video how to get it installed :)
@sparetime1356
@sparetime1356 9 ай бұрын
@@Zuzelo Wow! Thank you very much!! Is it possible if you can tell me the number and name of environment input and action output the model had? Also just an idea but multiple pogo doing farming seems nice video😊 MADDPG maybe a good algorithm! Overcooked ai is an example implementation
@yarik_boom777
@yarik_boom777 11 ай бұрын
👍
@Duesikazergaming
@Duesikazergaming 11 ай бұрын
Always some pogors content!
@Zuzelo
@Zuzelo 11 ай бұрын
Not as pogors as the comment!
@marcboss
@marcboss 11 ай бұрын
Very good video, in the next video will you add something to this like farming or something else, maybe even change the shop so the prices change depending on what he buys?
@Zuzelo
@Zuzelo 11 ай бұрын
You mean farming like plants? Sounds interesting
@marcboss
@marcboss 11 ай бұрын
@@Zuzelo Yes so he can choose between farming crops and growing animals each having upsides and downsides
@ResearcherplusEngineer
@ResearcherplusEngineer 10 ай бұрын
You could make it like so AI's inventory can only hold 5 water bottle and 3 wheat so he would only rely on surviving not collecting.
@helloc5507
@helloc5507 11 ай бұрын
What is ur specs of ur device which u are training and simulating on?, Also chiklz might not be using other plots because ot probably has no long term strategy benefits
@Zuzelo
@Zuzelo 11 ай бұрын
CPU: i9-12900KS GPU: RTX 3050 RAM: 128GB That might be the case indeed. Another suggestion was that he focused on the closest farm to reduce the travel time
@helloc5507
@helloc5507 11 ай бұрын
​@@Zuzeloinstead of giving time penalty add idle time,like let the growing of chicken take some time so that in the time it takes to grow chiklz will work on other plots
@skull4658
@skull4658 11 ай бұрын
i like it
@Zuzelo
@Zuzelo 11 ай бұрын
POG
@AntiWareWolf
@AntiWareWolf 29 күн бұрын
id like to see farms which u must water
@MasonHolly
@MasonHolly 8 ай бұрын
This mixed with AI Learns to Survive 2
@Zuzelo
@Zuzelo 8 ай бұрын
Chiklz survives in the middle of a battlefield? xD
@CoolDude2054iscool
@CoolDude2054iscool 11 ай бұрын
Who would win? Chiklz or Pogo
@Zuzelo
@Zuzelo 11 ай бұрын
Well, Pogo is a trained and versatile warrior, while Chiklz is.... Chiklz
@kauanv4315
@kauanv4315 11 ай бұрын
legal
@EgalIlI
@EgalIlI 11 ай бұрын
Thanks for this nice video. [I will burn your house] 1:57 -1:58
@Zuzelo
@Zuzelo 11 ай бұрын
Thanks for this nice comment
@Dack-i
@Dack-i 11 ай бұрын
Chikls vs pogo
@Zuzelo
@Zuzelo 11 ай бұрын
But..but Pogo has guns!
@Dack-i
@Dack-i 11 ай бұрын
@@Zuzelo chikls is an alien he probably got the light saver and look at that brain it’s THICK while pogo got that small brain friendly fire strategy’s
@gravygardner
@gravygardner 10 ай бұрын
why did i hear a whisper @2:05? creepy at 2:52 am 🥲
@jasrozycki2909
@jasrozycki2909 6 ай бұрын
4:36 POLSKAAAAAAAAAAAA
@the_god_pog
@the_god_pog 11 ай бұрын
Alternate title:robot boi Play mobile game
@ulrichbrodowsky5016
@ulrichbrodowsky5016 10 ай бұрын
Can he wait? Because I suspect that he buys water as waiting strategy
@Zuzelo
@Zuzelo 10 ай бұрын
In theory it is possible for him to wait, there is a possibility to not do anything
@lordrams9058
@lordrams9058 9 ай бұрын
What is the song in 0:32?
@Zuzelo
@Zuzelo 9 ай бұрын
Paichit Aksornnarong
@n7129
@n7129 11 ай бұрын
WHY'S he buying so much water??????😅
@Zuzelo
@Zuzelo 11 ай бұрын
He likes to stay HYDRATEEEEED!
@phnkcell710
@phnkcell710 11 ай бұрын
Kurwa a love that word😂😂
@hello-sq2xo
@hello-sq2xo 10 ай бұрын
he did make only 2k where is the 998k left
@Zuzelo
@Zuzelo 10 ай бұрын
Tax
@lostsikenoyesno2454
@lostsikenoyesno2454 8 ай бұрын
Prt2
@wackiin1312
@wackiin1312 8 ай бұрын
dzień dobry troche szkoda roweru
@michaelbray4997
@michaelbray4997 11 ай бұрын
why so little views??
@Zuzelo
@Zuzelo 11 ай бұрын
:(
@user-qr9vi5ur6f
@user-qr9vi5ur6f 11 ай бұрын
​@@Zuzeloplease consider changing the name of your channel. It's so hard to find your channel.. maybe add AI in the name?
@suprabhattripathi1660
@suprabhattripathi1660 11 ай бұрын
Love your content! Just a suggestion: if you train your agent skills step by step like kzfaq.info/get/bejne/gsVkdbObsaiqZHk.html, you can make the videos longer and add more story.
@Zuzelo
@Zuzelo 11 ай бұрын
Not always my environments allow for such type of training. However here I attempted something similar where I tried training first with 1 plot of land and adding the other 2 later on. Sometimes I just want more randomness from the agent, so I give the more freedom
@tarents222
@tarents222 11 ай бұрын
Survivor ai survives capitalism
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