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Budget SpaceX 

Pezzza's Work
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Neural Network trying to control a rocket.
Github github.com/johnBuffer/AutoRocket

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7 дек 2020

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Комментарии : 79   
@melvin4524
@melvin4524 3 года назад
He would make a game that rivals ksp
@PezzzasWork
@PezzzasWork 3 года назад
Thank you for your optimism :D
@xymaryai8283
@xymaryai8283 3 года назад
haha, i would like to see a 2d space program run by neural nets, NNSP or i guess just AISP, or get more specific like GANSP, either way machine learning space program would be cool!
@KO6BXL1
@KO6BXL1 2 года назад
this is ksp wdym
@danifalkjensen
@danifalkjensen 2 года назад
look a bit like spaceflight simulator
@alexwimmer5198
@alexwimmer5198 Год назад
Altho it doesn't have aero and kerbals. Yet.
@MichaeltLoL
@MichaeltLoL 3 года назад
I gave like to this video before it got loaded cause knew that it was going to be something amazing
@PezzzasWork
@PezzzasWork 3 года назад
Thank you :D
@djpcradock
@djpcradock 3 года назад
I love how you visualize the network. I never did this when I played with NNs, I like how you can see the inputs and the outputs change. I'm not sure about seeing the nodes inbetween though, although I guess as you've done the inputs and outputs, you might as well :)
@DenGuleBalje
@DenGuleBalje 3 года назад
Bro. Subbed for the Medal of Honor music
@ITomocska
@ITomocska 3 года назад
Very nice. I wonder what would happen if you accounted for the loss of fuel/mass
@PezzzasWork
@PezzzasWork 3 года назад
I will try with it :) the response should be a linearly decreasing booster load which is hopefully something the network should get quite easily
@Yabibi_
@Yabibi_ 3 года назад
Love your videos, they are inspiring me to code more and create cool things.
@dddbra1748
@dddbra1748 3 года назад
I love those smoke, it looks great!
@doggo9757
@doggo9757 Год назад
I like the title. Also great video, I'll Bing watch your channel after the exam.
@xwashere
@xwashere 2 года назад
everyone gangsta till the rocket starts flying down
@peridoritothemighty5226
@peridoritothemighty5226 3 года назад
Really cool, I love the smoke animation as well!
@giacomotampella
@giacomotampella 3 года назад
Maan! I love your projects! Keep it up!
@TheSostenesg7
@TheSostenesg7 3 года назад
Medal of honor track. I love this song
@Ivan2294
@Ivan2294 2 года назад
MOH theme was not expected
@astrocatsoft
@astrocatsoft 3 года назад
Very cool! Maybe now make a multi-stage rocket and neural network would try to get this rocket to orbit in a most efficient way?
@theMATORG
@theMATORG 3 года назад
Better title: SpaceX in 2D
@thorbenpultke1350
@thorbenpultke1350 3 года назад
In which way did you animate this? Have done a GA approach for my Bachelor Thesis for Robotic arms and would like to enhance it with neat animations.
@bigsmoke6414
@bigsmoke6414 2 года назад
mom can we have spacex? we have spacex at home, and its not really that bad, its pretty good
@user-cd4bx6uq1y
@user-cd4bx6uq1y 2 года назад
Rocket path tool!
@virusstudio7115
@virusstudio7115 2 года назад
now, we need to make this into a simulation/sandbox game
@stelcxantisto
@stelcxantisto 3 года назад
Now account for oxidizer and fuel and limited throttle range.
@zynthssam7461
@zynthssam7461 3 года назад
Is there a good reason for the overshoot? I mean, it's quite quick, responsive and impressive, but it could be better isn't it?
@Whyamisaad
@Whyamisaad 3 года назад
Amazing
@undefinedengineer8794
@undefinedengineer8794 3 года назад
Wow! Supercool!!
@kaangul1116
@kaangul1116 2 года назад
Thanks for vid. But how you doing this? Whats your programming language and app name? PC specs? HOWWWW??
@bobsmithy3103
@bobsmithy3103 3 года назад
What were the inputs and did you use genetic algorithm or backpropagation?
@jhoanmartinezsilva2609
@jhoanmartinezsilva2609 3 года назад
amazing
@mariovelez578
@mariovelez578 3 года назад
What algorithm did you use to train this? I remember following a tutorial on Deep-Q learning that did something like this
@PezzzasWork
@PezzzasWork 3 года назад
It's 100% based on a genetic algorithm, there is no proper backpropagation
@vcri8093
@vcri8093 Год назад
​@@PezzzasWorkhow did you calculate the fitness/reproduction-probability? I tried something similar once but yours works much better!
@CallumPooleProgrammer
@CallumPooleProgrammer 3 года назад
I was expecting an explosion after landing
@blinded6502
@blinded6502 3 года назад
Neural networks are fun, but this algorithm is pretty easy to do even without them.
@PezzzasWork
@PezzzasWork 3 года назад
Yes absolutely, it was 100% for fun :) it's just so satisfying to introduce a neural network to a random problem and watch the genetic algorithm make it work
@blinded6502
@blinded6502 3 года назад
@@PezzzasWork It would be kinda cool to have some bots fight one another, while being in an orbit all around the planet.
@RicardoSilva-wo8sw
@RicardoSilva-wo8sw 3 года назад
Add random wind
@MACHINEBUILDER
@MACHINEBUILDER 3 года назад
Super cool! I'm loving the drones and rockets being controlled via neural networks :D _I totally didn't try it myself in python and fail miserably_ ... I remade the drones with python & pygame, and wrote my own neural network library so I could try remake what you did, although I probably messed up the fitness function since the drones repeatedly get to some state they can't progress further from
@mikedev5263
@mikedev5263 2 года назад
Where can I learn these skills ? Please 🙏🏻
@husc7775
@husc7775 Год назад
i just wondering if this was i real live what fuel it would reqiure to nmake such a movment. i guess for anitmater-mater anihilation engine.
@okboing
@okboing 2 года назад
I wonder how it would have evolved differently if it didnt have to wait a second at each point?
@TGrod
@TGrod 3 года назад
Ты 24 часа в сутки кодишь?) Столько разных годных видео. Я просто в шоке. Откуда столько идей?)))
@FahrurRoziqin
@FahrurRoziqin Год назад
Cool
@peterndungu41
@peterndungu41 Год назад
Hello , i wonder if you have some c++ book recommendations, would really appreciate that
@onymous5719
@onymous5719 3 года назад
is it Balance on 3D directions or in 2D
@aquafenaa
@aquafenaa 3 года назад
It can do what SpaceX can't: Land
@nate_4000
@nate_4000 Год назад
every time i see a -0 in any form i just think... "ah yes, negative nothing"
@joshuahyatt9465
@joshuahyatt9465 4 месяца назад
Looks like the nn is controlling angular velocity directly? Be interesting to see what would happen if you gave it gimbal control instead
@PezzzasWork
@PezzzasWork 4 месяца назад
The network is controlling the booster’s power and orientation, not directly the angular velocity which is a consequence of the force applied by the booster
@rhemmiel
@rhemmiel 5 месяцев назад
Lunar Lander AI
@charliefox9831
@charliefox9831 3 года назад
Nice! Did you just grab the first few layers from your drone video and do transfer learning or did this have to train on its own?
@PezzzasWork
@PezzzasWork 3 года назад
I re trained the network from scratch, I think the problems are too different to benefit from a transfer
@kaushalkishore7782
@kaushalkishore7782 Год назад
What is the input to the Rocket Neural Network ?
@PezzzasWork
@PezzzasWork Год назад
to_target.x to_target.y velocity.x velocity.y cos(angle) sin(angle) angular_velocity
@-lolus-
@-lolus- 3 года назад
i would like the wideo ... but there are 420 likes...and i like it ;p
@netric9084
@netric9084 3 года назад
"Budget SpaceX" That's a NASA rocket.
@anondude6361
@anondude6361 2 года назад
You should add a fuel
@GbpsGbps-vn3jy
@GbpsGbps-vn3jy 2 года назад
Add fuel so this AI can learn to optimize the consumption and wind streams to learn how to compensate for stability
@blocksrey
@blocksrey 3 года назад
No need for physics when you got neural networks
@forg3214
@forg3214 2 года назад
Could you teach it to bellyflop?
@thatlinuxguy9902
@thatlinuxguy9902 3 года назад
Wait, that's saturn v!
@DoctressCalibrator
@DoctressCalibrator 3 года назад
Now do it in 3D.
@user-tc4hi7dn1q
@user-tc4hi7dn1q 2 года назад
Is this KSP 2
@Zedryx69
@Zedryx69 3 года назад
So... the drones but the AI suffers more? awesome.
@Xuricat
@Xuricat 2 года назад
We need mod for ksp...
@matthewjenkins914
@matthewjenkins914 3 года назад
Elon has done it again.
@Yobs2K
@Yobs2K 3 года назад
Now make it in KSP
@jamiewilson187
@jamiewilson187 3 года назад
KSP actually has a lot of really cool self-landing mods
@rvoros
@rvoros 3 года назад
actually, better than spacex :D
@nayeemuddin2334
@nayeemuddin2334 3 года назад
I didn't understand.. what are those in the left bottom??? How rocket was following the yellow dot???
@somerandompersonintheinternet
@somerandompersonintheinternet 3 года назад
The bottom left part is a neural network. You can get a quick overview of them here: ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-bfmFfD2RIcg.html There's also plenty of material online about them, if you're interested. How he got the neural network to properly control the rocket is a bit harder to answer, but hopefully you'll get a vague idea once you understand what a neural network is.
@theimperial9858
@theimperial9858 3 года назад
dude that's amazing. but i would rather watch a 8m videos where you explain the fuck is happening you know. This is great work, show us the whole project, not the 200th generation... :) good job
@aidenroth9678
@aidenroth9678 3 года назад
You could beat Elon himself
@thatgaming1940
@thatgaming1940 3 года назад
Imagine if the Saturn V was that maneuver
@BBKOG
@BBKOG 3 года назад
what the fuck is this
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