Linesight
Linesight
  • Видео 9
  • Просмотров 1 864 798
I Trained an AI for 2 Years on Trackmania. It's Breaking Records.
I trained an AI that plays Trackmania with reinforcement learning. It's getting good enough to challenge Official World Records. This is the story of how my AI reached such an incredible level.
Link to raw run playlist: ruclips.net/p/PLZ-JKrjYnD1GBlp-WS3Mr8bKmqsqSSO-U
Link to replay pack: drive.google.com/file/d/19p10V3g4RfFUoUUdVWNN2RXwJmcXfHC2/view?usp=drive_link
Link to input files: drive.google.com/file/d/12Jfp6nDNhAb7vQIeUIao_VU0W8652s_r/view?usp=drive_link
Project Github: github.com/Linesight-RL/linesight
Game: Trackmania Nations Forever
Buymeacoffee: buymeacoffee.com/linesight
00:00 Intro
00:43 map5 (v1 and v2)
03:58 A01
05:10 map5 (v3)
07:27 Official Campaign intro
08:42 A02
11:11 D06
14:22 Off...
Просмотров: 1 468 000

Видео

Trackmania AI Learns To Drift and Beat Pros ? | Hockolicious
Просмотров 351 тыс.Год назад
We trained an AI to play Trackmania on Hockolicious, one of the game's most prestigious tracks. The AI set a strong time, beating the 2012 World Record previously set by CarlJr. Link to map: tmnf.exchange/trackshow/414041 Link to replay: drive.google.com/file/d/1b0p2QSXAea1v7lVCGuWkNr-5xQ6PdqHo/view?usp=drive_link Game: Trackmania Nations Forever Project Github: github.com/Linesight-RL/linesigh...
Superhuman Trackmania AI Demo | map5
Просмотров 29 тыс.Год назад
Linesight project. We used reinforcement learning to train an AI that plays Trackmania. On its training track, the AI is faster than the current human world record. We put this video out as a challenge: can a human still overcome our AI? Game: Trackmania Nations Forever (TMNF) Map: tmnf.exchange/trackshow/10460245 Replay (.gbx file): drive.google.com/file/d/1jfOyhRQCvOC5XSEhhajE2OvmJcCHKDjR Wir...
AI Plays Trackmania - Bloopers
Просмотров 3,7 тыс.Год назад
In this video, and AI is trained with reinforcement learning to accumulate speed and finish a map as fast as possible. The AI learned a behavior where it turns around right before the finish line. This is not a one-off mistake, the AI repeatedly did similar things in back-to-back runs. Can you guess why ?
AI Plays Trackmania - Map5 2:04:91
Просмотров 9 тыс.Год назад
The AI is trained via reinforcement learning. Game: Trackmania Nations Forever (TMNF) Map: tmnf.exchange/trackshow/10460245 Replay (.gbx file): drive.google.com/file/d/1hp1Mz0ooR2YBNpqNjvvxjFrBOGXs8DYD/view?usp=sharing
AI Plays Trackmania - Training Progression Side by Side
Просмотров 3,4 тыс.Год назад
In this video, an AI is trained via reinforcement learning. In order from the top left corner, top right corner, bottom left corner and bottom right corner the AI has received progressively less training time. The video compares the lines taken by the various AIs in different parts of the map. Game: Trackmania Nations Forever (TMNF) Map: tmnf.exchange/trackshow/10460245
AI Plays Trackmania - Map5 2:07:00
Просмотров 1,2 тыс.Год назад
The AI is trained via reinforcement learning. Game: Trackmania Nations Forever (TMNF) Map: tmnf.exchange/trackshow/10460245
AI plays Trackmania - Map5 2:09:12
Просмотров 1,3 тыс.Год назад
The AI is trained via reinforcement learning. Game: Trackmania Nations Forever (TMNF) Map: tmnf.exchange/trackshow/10460245
(Teaser 01) AI learns to play Trackmania with reinforcement learning
Просмотров 2,4 тыс.Год назад
This video is a recording of an AI currently training to finish a custom map as fast as possible with reinforcement learning. This run was played on Trackmania Nations Forever, with TMInterface to link the game and our AI. The run was played on a custom map. The .Gbx map file is available for download here : tmnf.exchange/trackshow/10460245 The AI took 2mn12s25 to complete the map during that t...

Комментарии

  • @kiaragarcia1998
    @kiaragarcia1998 35 минут назад

    now make it noseboost

  • @austinten9421
    @austinten9421 36 минут назад

    My man thought his code the Shadoe Clone Jutsu

  • @deliciouspops
    @deliciouspops 5 часов назад

    19:00 is not being close the given path is kind of hack?

  • @TransNeingerian
    @TransNeingerian День назад

    All AI should be banned.

  • @danielgomeziraizoz8543
    @danielgomeziraizoz8543 2 дня назад

    Amazing work!

  • @NeoBear2
    @NeoBear2 3 дня назад

    anybody know the name of the song at 25:40?

  • @NielsGx
    @NielsGx 3 дня назад

    So you need to make a line for every map for the AI to play them ? Or it's just for the training step, and we can then try to use it on brand new map ?

  • @aikafuwa7177
    @aikafuwa7177 3 дня назад

    Why do you need machine learning to solve a track? This should be straight forward math problem, the route should be well defined ahead of time.

  • @Snot390
    @Snot390 4 дня назад

    I hope you aren’t actually taking WR titles with a bot. That would be really stupid and rude.

  • @quinni2685
    @quinni2685 5 дней назад

    Elon better watch out... Next self driving update we got Teslas hitting uberbugs on I-90 West

  • @arnaldoleon1
    @arnaldoleon1 6 дней назад

    I've never played Trackmania, and for some reason it's all over my RUclips Channel

  • @bramweinreder2346
    @bramweinreder2346 7 дней назад

    If this also works on the new trackmania, you HAVE to train it for the new Platform mode :)

  • @bramweinreder2346
    @bramweinreder2346 7 дней назад

    Your videos and those of other greats like Code Bullet have made the concept more clear to me, to the point that I now want to train an AI to make construction drawings of existing architectural models.

  • @ShadyRaccoon1
    @ShadyRaccoon1 7 дней назад

    AI 24 hours - humanity 10 years.... bro AI took all the informations from 10 years humanity

  • @entityredstoneonyt
    @entityredstoneonyt 8 дней назад

    is this better than Yosh's?

  • @christophercarroll2660
    @christophercarroll2660 11 дней назад

    What are your pc specs?

  • @a.jsipple7322
    @a.jsipple7322 11 дней назад

    Have you Heard of Nitro circus? The X-Games ? humans jumping motorcycles in to foam pits, is where Travis Pastrana learned to and taught others to do a backflip on a motorcycle. What can AI achieve?

  • @thepyrokitten
    @thepyrokitten 11 дней назад

    This is impressive work. There's a lot of lessons to be learned here.

  • @Nurof3n_
    @Nurof3n_ 14 дней назад

    mate forget the ai, show us how you make these videos!

  • @ucgaofficial5339
    @ucgaofficial5339 15 дней назад

    pinned comment has exactly 621 replies 😏

  • @boy-who-likes-bats
    @boy-who-likes-bats 15 дней назад

    gonna be wild when it comes out that there is no "ai", it's just you. you're like the next stig.

  • @daviddupler3761
    @daviddupler3761 16 дней назад

    I'm just bored of people trying to automate their recreation. And I really don't see a useful future for the automation models, except for malicious applications. Let me download your program, train it, then enter some cash prize tournaments.

  • @chenyongyan6664
    @chenyongyan6664 16 дней назад

    They'll never take A-01 from us🙏

  • @Scheckler27
    @Scheckler27 17 дней назад

    Awesome vid ! Fascinating.

  • @erikrainieri1772
    @erikrainieri1772 17 дней назад

    I'm a profane so i may be saying a bs. But to make AI learn shortcuts why not try and train another AI to adjust the gamma in real time? Maybe taking more risk will help it find more alternatives.

  • @thegheymerz6353
    @thegheymerz6353 17 дней назад

    And so now what? You drop this stupid thing into every competitive racing space and make everyones hard work and fun irrelevant. Wow good job, so cool. All AI is ever practically used for is to lie.

  • @thegheymerz6353
    @thegheymerz6353 17 дней назад

    Humanity will always be at a disadvantage in the digital world vs ai. AI cant even come close to matching us in our world.

  • @FightForUrRight-ob3qh
    @FightForUrRight-ob3qh 19 дней назад

    Have you considered using some form of pretraining/transfer learning so that the model already knows how to drive generally and then trains specifically on that track?

  • @BadGood-hy7yy
    @BadGood-hy7yy 19 дней назад

    My lag be like: 16:16

  • @marcinkaliszewski1534
    @marcinkaliszewski1534 20 дней назад

    Hm... How about using AI to find the best track first and the second model to run close to the best track? I mean finding track by other rules like by maximizing kinetic energy or something. It seems to be really challenging since it is a whole new topic to cover but have potential to severely improve algorithm and make it more human independent.

  • @ExplodingSkull-n5y
    @ExplodingSkull-n5y 21 день назад

    Ai breaking human records of a decade in a day is truely impressive. Lets see how huge this thing goes

  • @Jolgeable
    @Jolgeable 21 день назад

    I love how the cars controlled by humans are colorful and the A.I. car is all black.

  • @pythonwithtorch
    @pythonwithtorch 21 день назад

    Have you allready thoght about first training it on the best runs, like with the input data and then letting it train on the map on it's own so that it like knows all the glitches and then can perfect em.

  • @salmuttotabreabittlecochicarac
    @salmuttotabreabittlecochicarac 22 дня назад

    how about you compare your AI to the best TAS you can get

    • @unbreakablefootage
      @unbreakablefootage 20 дней назад

      trackmania TAS is too insane. AI doesnt get anywhere close

  • @Xnex1
    @Xnex1 22 дня назад

    i dont even know this game but god ths video is insanely good!

  • @JosephPPreston
    @JosephPPreston 22 дня назад

    Open source A.I. for Track Mania..... Skynet is born....

  • @mikeehrmantraut2607
    @mikeehrmantraut2607 23 дня назад

    @Blento0404otnelB is right, its not an A.I. People using this for marketing and it works, as always. No, machine learning is not an intelligence. these are just programs, nothing more. Funny how salty everyone gets and what fake facts they come up with just to not give in the fact they were wrong

  • @unh0lyav3ng3r8
    @unh0lyav3ng3r8 23 дня назад

    amazing video, the best I got AI to do was La Joconde as a cat..

  • @skiz33
    @skiz33 24 дня назад

    what a way to end it 👏👏

  • @MarcAndreMenard
    @MarcAndreMenard 25 дней назад

    Human are doomed !

  • @moonyl5341
    @moonyl5341 25 дней назад

    22:58 surely you can compress it a lot so it doesnt use that much

  • @sinaamirdelfan2449
    @sinaamirdelfan2449 27 дней назад

    max verstappen plays trackmania??

  • @Jubjub9000
    @Jubjub9000 27 дней назад

    Absolutely incredible. gg

  • @k1r1toooo
    @k1r1toooo 28 дней назад

    Make the AI able to do Deep Dip 2 ;v;

  • @Kangiru_Noah
    @Kangiru_Noah Месяц назад

    apart from all of these trainings, i'm curious about the whole size of this ai, is it less than 20gb or does it have a humongous size

  • @DirkMandrake
    @DirkMandrake Месяц назад

    I have to wonder if there is a possibility to have things like the gama adjusted automatically if certain parameters are met (Like the waiting vs falling dilema). That might actually push the learning capabilities of this A.I. to the next level.

  • @f0x1ro1
    @f0x1ro1 Месяц назад

    Thats super cool, but I have one issue with this. While it is an amazing project and experiment for developing a training model, I really wish it was possible to instead make it a full on artificial intelligence that memorized all the tricks from the earlier maps, and can apply them on the new ones. I know its possible, but can someone explain to me why it wasn't done here?

  • @saramorin4792
    @saramorin4792 Месяц назад

    Bro is actually driving himself, but is so humble that says its AI because he doesnt want to ruin the game for others.

  • @Angels939
    @Angels939 Месяц назад

    Artificial Idiot got me dying

  • @bvg129
    @bvg129 Месяц назад

    Are you gonna make new updates on video?