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AI learns to play Google Chrome Dinosaur Game || Can you beat it??

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  • Published on Jul 11, 2025
  • Using NEAT I created an AI to play the Google Chrome Dionsaur Game, and its awesome
    Big thanks to Brilliant.org for supporting this channel check them out at www.brilliant....
    Become a patreon to support my future content as well as sneak peaks of whats to come.
    / codebullet
    Check out my Discord server
    / discord

Comments •

  • @CodeBullet
    @CodeBullet  7 years ago +7766

    Hey guys
    I know its been like 2 months
    but the source code is finally on github
    check it out here: github.com/Code-Bullet/Google-Chrome-Dino-Game-AI
    sorry again about the lateness
    enjoy

  • @scorchik11
    @scorchik11 5 years ago +4524

    I love the dinos at the start that just ducked the entire time

  • @revelred
    @revelred 6 years ago +758

    Before 7 minutes:
    *T-rex runner*
    After 7 minutes:
    *Running in the 90's*

  • @stefanosstamatiadis740
    @stefanosstamatiadis740 5 years ago +5594

    Damn, this Dino is faster than my internet connection.

    • @YexprilesteR
      @YexprilesteR 5 years ago +79

      * Hold my absence of internet connection *

    • @hendeyjagger7489
      @hendeyjagger7489 5 years ago +10

      @@YexprilesteR how can you write without it?

    • @YexprilesteR
      @YexprilesteR 5 years ago +11

      @@hendeyjagger7489 sticky notes xD

    • @hendeyjagger7489
      @hendeyjagger7489 5 years ago +8

      @@YexprilesteR you could have been cool if you would have said
      It's my Nen-ability

    • @hendeyjagger7489
      @hendeyjagger7489 5 years ago +1

      @@YexprilesteR this anime-language

  • @dirtypaw
    @dirtypaw 4 years ago +90

    I love the fact that you even coded in the dino smiling every time it jumped just something I noticed. :)

  • @jamesakeson2079
    @jamesakeson2079 5 years ago +3071

    This game is a lot funnier to watch if you imagine the cacti being thrown violently at a dinosaur

  • @heatherhudson1636
    @heatherhudson1636 5 years ago +774

    I kept waiting for the screen to go inverted, then I remembered that this isn’t the actual game

  • @e.e.y.1803
    @e.e.y.1803 5 years ago +1747

    "but we can do better"
    Me: *Dies when i get to 500 because i get excited*

    • @xnoyt8516
      @xnoyt8516 5 years ago +26

      My high score is like 900 but my average is 70-300 lol

    • @aleksutichi6425
      @aleksutichi6425 4 years ago +44

      I remember once i got like 8000 while my friends were watching me at a birthday party and ive been trying to beat it ever since... still don't know ifit was the birthday cake or the 10 year old brain of mine imploding.

    • @joeloliver2279
      @joeloliver2279 4 years ago +6

      My highest was like 2500 but I usually get like 50-200

    • @saddoge3630
      @saddoge3630 4 years ago +3

      I hit 3k when I was 10

    • @scrapfightergd
      @scrapfightergd 4 years ago +3

      I get 2000+

  • @salted3507
    @salted3507 4 years ago +320

    The blank look on the dino's face while crushing the game tells me he is a pro

    • @circularhexagon5364
      @circularhexagon5364 3 years ago +7

      i think the fact that he’s crushing the game tells you he’s a pro

    • @blokos_
      @blokos_ 2 years ago +4

      i think the fact that he's crushing the game tells him that he's a pro

  • @Owen_loves_Butters
    @Owen_loves_Butters 5 years ago +3283

    “The owner of this device has turned off the dinosaur game”

  • @TheArmyKnifeNut
    @TheArmyKnifeNut 5 years ago +323

    I cant even express how many times I've played this when I've been in a bad signal area, but I never knew you could duck before today.

  • @TheLastChip
    @TheLastChip 6 years ago +11926

    Why Did You Abuse Me.
    When You Play My Game
    I Just Run And Jump For Several Times. Please Stop!

  • @mbdg6810
    @mbdg6810 4 years ago +324

    “The highest bird cannot be jumped over”
    Yet i time an early jump and it’s happened

    • @achoveaux
      @achoveaux 4 years ago +6

      i dont have to duck on the low birds

    • @ninjahunterx7497
      @ninjahunterx7497 3 years ago +7

      Just run under the highest bird. You don't have to duck or jump.

    • @wongcayven9893
      @wongcayven9893 3 years ago +5

      It's completely possible to jump over all 3 tiers of birds. First tier at ground level needs to be jumped, second tier at head level can be either jumped or ducked, and you can just run under the third tier bird without doing anything. However, the dino's jump height is slightly higher than the third tier bird's height, so if you time it perfectly you can barely jump over it. It's easier done at higher speeds

  • @ryanwoodbury5758
    @ryanwoodbury5758 5 years ago +769

    Sonic: "I'm faster than the speed of sound!"
    Dino Dude: "What an amateur. ;)"

    • @niqsy6116
      @niqsy6116 5 years ago +20

      Sonic:I am the fastest creature
      Flash: NO! I'm the fastest
      Unknown: AMATEUR!
      both:what did you say punk!?
      Google dino played by A.I.: AMATEUR!!

    • @timbit4tim
      @timbit4tim 5 years ago +6

      It's faster than the fps

    • @youssefchaoui2940
      @youssefchaoui2940 5 years ago +1

      He is faster than your fps counter on your pc

    • @jenniferbergman5583
      @jenniferbergman5583 5 years ago +1

      Dude, Sonic is faster than the speed of light, wait 1000000000 X the speed of light.

    • @zyrux_
      @zyrux_ 5 years ago

      @@jenniferbergman5583 r/whoooosh

  • @MusicByRoee
    @MusicByRoee 7 years ago +8437

    actually, all obstacles in the dinosaur game can be jumped over, except the high birds which can be ignored.

    • @densmallepanda8836
      @densmallepanda8836 7 years ago +876

      Pangglet Buttcheek that's not true, all obstacles including the high birds can be jumped over, I've done it several times, you just need speed and timing.

    • @fishpop1239
      @fishpop1239 7 years ago +555

      Pangglet Buttcheek that isn’t true if you get far enough in the game and time your jumps right you can jump over even the highest birds

    • @ceasarsalazar2293
      @ceasarsalazar2293 7 years ago +17

      39 .

    • @rusticbb8
      @rusticbb8 7 years ago +114

      The pterodactyl?

    • @mrgoldfish7452
      @mrgoldfish7452 7 years ago +84

      Aeshya Abijith Ducking is virtually useless in the game.

  • @philljustphill1656
    @philljustphill1656 5 years ago +264

    the one guy ducking all the time: *"one day..."*

  • @roystunli855
    @roystunli855 4 years ago +3965

    Plot twist: There was no ai, He's just good that the dino game

  • @pigey69
    @pigey69 6 years ago +3671

    Anyone else noticed when the dino jumped it smiles

  • @12x-r1v
    @12x-r1v 4 years ago +3476

    Mom: Get off the games
    Me: No hehe
    Mom: *Turns off wifi*
    Me: My goals are far beyond our understanding.

    • @atornous8505
      @atornous8505 4 years ago +33

      Lol 😂

    • @williamgandarillas2185
      @williamgandarillas2185 4 years ago +129

      Minecraft: Allow me to introduce myself

    • @alex2005z
      @alex2005z 4 years ago +22

      @@williamgandarillas2185 civ also

    • @seanade3900
      @seanade3900 4 years ago +16

      I can't do do the dinosaur game for some reason

    • @ronaldperera7709
      @ronaldperera7709 4 years ago +14

      If you are on a laptop you can simply disconnect the internet on it from the bottom right so

  • @MosasaurCatcher
    @MosasaurCatcher 7 years ago +1114

    You forgot to teach the AI to say *ez* when it wins.

  • @crouton_1823
    @crouton_1823 4 years ago +83

    Fun fact: you actually can jump over the highest bird, you just have to be going very fast (usually after the 2nd or 3rd night)

  • @carnageprone3542
    @carnageprone3542 4 years ago +2655

    This is most likely not going to to be found, but if you time it right YOU CAN JUMP OVER the Tier 3 bird.

    • @ysiscastro1538
      @ysiscastro1538 4 years ago +131

      Yeah, i actually did it one time

    • @axolotl0424
      @axolotl0424 4 years ago +195

      I did not know you could duck and have gotten into the multi thousands... I was bored and had too much time for sure

    • @carnageprone3542
      @carnageprone3542 4 years ago +55

      @Lance Gratner Yes, it is my friend, just by waiting about half a second before you see the tier 3 bird jump and hold the jump and boom your over it.

    • @micahhaveman7682
      @micahhaveman7682 4 years ago +12

      i was also going to say this

    • @DigitalHandle
      @DigitalHandle 4 years ago +3

      @@ysiscastro1538 lies

  • @-Chicken_
    @-Chicken_ 5 years ago +1238

    Plot twist: Code bullet is a master at the game and beats it giving the AI credit

    • @Zaki-jk1tv
      @Zaki-jk1tv 5 years ago +11

      Big brain

    • @SinkPisserthePlumbingPlauge
      @SinkPisserthePlumbingPlauge 5 years ago +3

      He is showing the coding “genius”

    • @xxxzzz9654
      @xxxzzz9654 5 years ago +31

      @@SinkPisserthePlumbingPlauge it's called a joke mate

    • @burnttoast6974
      @burnttoast6974 5 years ago +1

      Xxx Zzz a joke that you didn’t get

    • @xxxzzz9654
      @xxxzzz9654 5 years ago +8

      @@burnttoast6974 what are you on about mate, the guy I responded to deleted his comment

  • @trukston
    @trukston 4 years ago +45

    Plot Twist: Code Bullet is actually just playing and he is a master at No-Internat Games.

  • @mananbahl265
    @mananbahl265 5 years ago +417

    Cb : plays for hours.
    Google : give this man an internet connection

  • @multibros0162
    @multibros0162 7 years ago +2776

    A.I.: What is my purpose?
    Me: you jump over obstacles
    A.I.:oh my god

    • @TrooperStark
      @TrooperStark 7 years ago +91

      MultiBros 01 nice Rick and Morty reference 👍

    • @B1SQ1T
      @B1SQ1T 7 years ago +38

      MultiBros 01 you serve butter

    • @boombob8281
      @boombob8281 7 years ago +27

      Yep welcome to the shit show buddy

    • @pegres5339
      @pegres5339 7 years ago +10

      MultiBros 01 you pass the butter

    • @pegres5339
      @pegres5339 7 years ago +14

      Boom Bob *welcome to the club pal

  • @lusir.
    @lusir. 6 years ago +1858

    *Young me being the fanboy of this game* WHERE THE HECK IS THE NIGHT TIME MODE?!?!??

  • @CherryPlanks
    @CherryPlanks 4 years ago +67

    The internet: honey im not working, time to play endless levels with no end
    The dinosaur: yes ma'am

  • @gyrobutler0499
    @gyrobutler0499 6 years ago +942

    My man tricked us into watching his gameplay for 10 minutes

    • @otaku4life211
      @otaku4life211 5 years ago +5

      Yeah because when I play dino sometimes it became dark and I think his version is just a redone-done of a film just pass forward

    • @bradenh495
      @bradenh495 5 years ago +8

      Gyro butler04 He made his own game so he can us the AI. So he probably just didn’t add some the of the features

    • @rjh4530
      @rjh4530 5 years ago

      @@bradenh495 no he's just using an older version dumbass

    • @ArcPhaser
      @ArcPhaser 5 years ago +7

      RJH no he coded it himself dumbass

    • @polishedmeat6399
      @polishedmeat6399 5 years ago +3

      @@rjh4530 he made it himself dumbass

  • @torbo103
    @torbo103 6 years ago +1441

    _When you put copy pasted code into the dinosaur game to get millions of points_
    *I am Mr. Hackerman*

    • @5000subsnovideo
      @5000subsnovideo 6 years ago +9

      oh fuck. lol

    • @scuidthesquid
      @scuidthesquid 6 years ago +6

      Aaaaaand helloooooo
      Ur fucking everywhere

    • @garybyrne6567
      @garybyrne6567 6 years ago +1

      Yeah sure mind warehouse posted a video for the cheat lol

    • @nutcrugger5123
      @nutcrugger5123 6 years ago +1

      Hey you said your a wholesome lad... cHeAt

    • @lethaoink7628
      @lethaoink7628 6 years ago +1

      Syn really? I’ve never got the no internet screen so I haven’t

  • @kirara4953
    @kirara4953 7 years ago +5674

    It never learned how to small jump, so he is the type of player that smashes that space bar button.

    • @eeeeea
      @eeeeea 7 years ago +353

      Kiraro The Kitsune so, like me. why does a small jump even exist???

    • @kirara4953
      @kirara4953 7 years ago +56

      TZR I don't know

    • @greenstar180
      @greenstar180 7 years ago +179

      what ? so there is small jump also .

    • @SourGummiWyrm69
      @SourGummiWyrm69 7 years ago +206

      Kiraro The Kitsune no such thing as 0.5x space presses

    • @kirara4953
      @kirara4953 7 years ago +115

      You Slumber, Cucumber The game has a small jump if you don't hold the space bar

  • @ritro_arty5395
    @ritro_arty5395 4 years ago +220

    Plot twist: the dinosour isn’t moving the obstacles are being thrown at him

    • @TheKing-ev3qd
      @TheKing-ev3qd 4 years ago +9

      well you could create the game this way and it'll work the same way

    • @Liggliluff
      @Liggliluff 4 years ago +4

      I wouldn't be surprised if that's how it's programmed

    • @frosted8317
      @frosted8317 4 years ago +10

      @@Liggliluff That is actually how it is, the dino isn't given any velocity. Its the background and the obstacles that have velocity

    • @dragonasu6641
      @dragonasu6641 4 years ago +2

      He’s just on a treadmill

    • @xycrypt
      @xycrypt 3 years ago +1

      @@dragonasu6641 a very violent one

  • @enmity1813
    @enmity1813 6 years ago +3954

    5/10 Did not include night-day cycle

    • @Cr-6Fnv
      @Cr-6Fnv 6 years ago +359

      You mean the sudden epilepsy you get after 100

    • @multi8108
      @multi8108 6 years ago +221

      @@Cr-6Fnv 700*

    • @StephJ0seph
      @StephJ0seph 6 years ago +170

      He also forgot the cute party hat and all of the cacti 🌵 were too spaced out from eachother so the AI never needed to small jump.

    • @мишкамедведь-ж2м
      @мишкамедведь-ж2м 6 years ago +4

      Yeah I thought about that

    • @spookeylordzey8432
      @spookeylordzey8432 6 years ago +25

      Lol the cycle is bad, it's very sudden and sometimes makes me lose.

  • @nightblade178
    @nightblade178 7 years ago +1811

    *A T-Rex in his Natural Habitat*

    • @zlane2414
      @zlane2414 6 years ago +7

      *The desert*

    • @ultimaxkom8728
      @ultimaxkom8728 6 years ago +26

      *Doing its regular activity: Running forward endlessly until it dies by crashing into a cactus or... a bird...*

    • @xmixdx7351
      @xmixdx7351 6 years ago +3

      *and then sitting still until someone forgets about it*

    • @ZalyndEvola
      @ZalyndEvola 6 years ago +5

      *and jumps on the cactus*

    • @lem2004
      @lem2004 6 years ago +10

      Who would win?
      An animal which at the top of the food chain
      Or
      Some spiky boi

  • @aryaveersingh7339
    @aryaveersingh7339 5 years ago +725

    The Gen 4o dino : I'm travelling at the speed of light, I wanna make a supersonic man out of you.

  • @noobplicity9861
    @noobplicity9861 4 years ago +221

    Evan in 2018: I'm a nerd
    Evan in 2020: Lets bully some nerds
    That didn't age well
    (Edit) I got way more likes than I ever had, thanks

    • @Owen_loves_Butters
      @Owen_loves_Butters 4 years ago +3

      Well the 2020 thing is a joke anyway

    • @OfficialUKGov
      @OfficialUKGov 4 years ago +5

      Well he bullies himself by making this stuff, so technically, no, it actually aged well.

    • @Jayyden2468
      @Jayyden2468 4 years ago

      Wait a min WOAH UR PROFILE HAS MY SKIN WOAH TWIN BRO

  • @ethansolomons5312
    @ethansolomons5312 4 years ago +88

    Finally, a RUclipsr that knows the similar experience of Aussie internet (for Americans, we sometimes just don’t have it at all)

    • @Naokarma
      @Naokarma 2 years ago

      It's not unique to Australia. It's just anywhere that's not a major city. My family lives in a decently rural area *just* outside the city (literally 2 like minutes away from the border) yet they pay more for 25 Mbps that drops all the time than the average person pays for fiber.

  • @Talon323
    @Talon323 7 years ago +2161

    Here in finland, we mostly use computers in schools for our studies, but the thing is, there are too many people trying to use the internet so it crashes pretty often, so I too am way too familiar with the fucking dino game!

    • @shadowslayer7600
      @shadowslayer7600 7 years ago +44

      sakmi kuhl I'm Aussie and live in the outback and so I became a master at this game

    • @TheRedCap
      @TheRedCap 7 years ago +25

      Here in the U.S., I have good internet, but the county that owns my school must have gotten the basic package, because when thousands of computers and phones (for Kahoots) are connected, it goes down constantly. Dino game time

    • @pookachu4561
      @pookachu4561 7 years ago +43

      sakumi kuhl It sucks even more when your school blocks the dino game.

    • @MrAvocadoMan
      @MrAvocadoMan 7 years ago +25

      how the fuck can they block it?

    • @ukkoloytty689
      @ukkoloytty689 7 years ago +22

      Torilla tavataan perkele

  • @Nyerguds
    @Nyerguds 7 years ago +565

    There are actually a couple things you've missed, here...
    -The highest bird is actually high enough that you don't need to duck at all.
    -Pressing down while in mid-air _makes you fall faster._ Sometimes the game generates objects so close together that you _need_ to use this to land in between and still have time to jump again.

    • @randombaldguy4771
      @randombaldguy4771 7 years ago +163

      Nyerguds To someone who knows this much of the game I pity you... Someone give this man good internet.

    • @code988yay
      @code988yay 7 years ago +5

      It doesn't matter if its already that fast because the computer cant react to close together cacti because they haven't spawned yet and the high bird ducking makes no difference but u can duck the middle bird this way

    • @mrkenjamin1705
      @mrkenjamin1705 7 years ago +2

      It d9esnt matter at least these ai is better than me

    • @Nyerguds
      @Nyerguds 7 years ago +6

      I commute by train. no internet there. I often end up playing the game on my laptop to pass the time.
      Beats spending an hour in a traffic jam :)

    • @Nyerguds
      @Nyerguds 7 years ago +8

      code988: The point is, this game reconstruction doesn't even add the 'abort jump' mechanic, meaning the whole thing is inaccurate. I saw someone actually hook this kind of AI into the real game, and it ended up keeping 'down' pressed pretty much all the time when not jumping up to clear an obstacle.

  • @kismet6193
    @kismet6193 4 years ago +186

    my heart broke when he said "no. no we cannot."

    • @playerscience
      @playerscience 4 years ago +1

      He was just joking.
      Just think about it....
      If it is possible to reach 20000, then why can't 5000 more?!?!?

    • @wumpoooo
      @wumpoooo 4 years ago +5

      @@playerscience increasing difficulty?

    • @yes5421
      @yes5421 4 years ago +2

      @@playerscience he prolly cut the vid off cuz it was too long

  • @Its_SKL
    @Its_SKL 6 years ago +1322

    The dino smiles when it jumps

  • @rageshwer
    @rageshwer 7 years ago +478

    Did someone noticed..dino smiles when it jumps!

    • @0xVENx0
      @0xVENx0 7 years ago +4

      yup noticed it on his game only

    • @salieri_sg9413
      @salieri_sg9413 7 years ago +7

      I know dino-girl who smiles too, storage.investagrams.com/files/Account/53246/Post/2018/03/User_53246_Image_Post_20180323-063030_df00484a-7337-4a0c-ada8-3356746e4b88.jpg

    • @santtusammakko4254
      @santtusammakko4254 7 years ago

      Rageshwer Singh I did! :D

    • @kirstentabbert5554
      @kirstentabbert5554 7 years ago

      yes

    • @Yays_A1
      @Yays_A1 6 years ago

      Yup

  • @nfkong78
    @nfkong78 6 years ago +514

    The legends says that if you win this game your internet will start backup again

  • @potato-st9by
    @potato-st9by 4 years ago +124

    Fun fact: actually this dino game took 14 years of nonstop gameplay to beat this game

    • @istillcantthinkofaname7993
      @istillcantthinkofaname7993 3 years ago +6

      lie they said it takes 17m years

    • @daevidgehlen9185
      @daevidgehlen9185 2 years ago

      ​@@istillcantthinkofaname7993 that's impossible bc m stands for million, and the dino game dint exist back then idiot.

    • @-A-....
      @-A-.... 2 years ago +3

      Untrue if you go in console u can use a command to set your speed way higher

  • @htoo3079
    @htoo3079 6 years ago +1089

    What?! You can CRAWL!!?
    I was jumping this whole time to avoid that bird!!!

    • @mrnolalife
      @mrnolalife 6 years ago +19

      AMGO Plus I'm ded

    • @Leo122188
      @Leo122188 6 years ago +37

      I only ever play it on my phone when there isn't wifi around. I'm not even sure if I can crawl.

    • @zlabobabil
      @zlabobabil 5 years ago +37

      Leo122188
      On ur phone u can’t crawl lmao

    • @cooleson
      @cooleson 5 years ago +9

      I learnt from my friend lol by my high score before I learnt duck/crawl is 1000 and high score after learn duck/crawl is around 3k

    • @dragongamercook_yt7041
      @dragongamercook_yt7041 5 years ago +3

      AMGO Plus how do u crawl

  • @D6miian
    @D6miian 5 years ago +3883

    These people love WiFi as u can see in the replies.

  • @hi._.6393
    @hi._.6393 6 years ago +323

    *When the computer can beat it's creator...*

  • @tyrant6708
    @tyrant6708 3 years ago +16

    I loved playing this game (I'm an Australian with Australian problems too), and I ended up going just above 10k. If I had to change anything about the game, it'd be the speed of inverted / zone mode coming back into play. In which there'd be a time when reached to certain checkpoints that'd speed the player up, letting them have a rest afterwards. I think this is what this game needs to be "human" possible.

  • @castorexam
    @castorexam 6 years ago +505

    what is my purpose?
    you jump the cactus

  • @notahotshot
    @notahotshot 5 years ago +2296

    Me: "Mom, can we have internet?"
    Mom: "No, we have internet at home."
    Internet at home: ___🌲__🌲🌲___🦖____🦅___

  • @davidisrael3878
    @davidisrael3878 6 years ago +627

    If your administrator blocks it, when you press space a meteor shows up and the Dino has wide eyes

  • @jeremydixon1586
    @jeremydixon1586 4 years ago +12

    I haven’t looked into the code or anything, but rewatching this video it might be possible the obstacles hit boxes just weren’t continuous, meaning most of those cacti were simply passing through the AIs hit box

  • @Rami-ej9cx
    @Rami-ej9cx 7 years ago +825

    Plot twist, it was him playing the hole time

    • @Moonlakes
      @Moonlakes 6 years ago +38

      playing the hole?
      *whole

    • @5-orbital
      @5-orbital 6 years ago +13

      *_hole_*

    • @Moonlakes
      @Moonlakes 6 years ago +39

      finally edited.. wait the mistake is still there

    • @annihilatingfox1470
      @annihilatingfox1470 6 years ago +2

      Really? a xbox one profile pic

    • @BkSikko
      @BkSikko 6 years ago +3

      @@Moonlakes he'll fix it......eventually

  • @deppresoexpresso4371
    @deppresoexpresso4371 5 years ago +192

    Gen 40 is an accurate representation of me when im late for school in mexico

  • @omniboo1762
    @omniboo1762 7 years ago +875

    I'm disappointed, it doesn't invert colour at 700 score

    • @quazar-omega
      @quazar-omega 7 years ago +62

      ImOmniscient And where are the clouds?1?11?

    • @thepopeofhell3148
      @thepopeofhell3148 7 years ago +6

      Quazar _omega sugma

    • @quazar-omega
      @quazar-omega 7 years ago +25

      Hubert Hilla
      *SUgMa wHaT?*
      _ok ladies and gentlemen, we got 'em_
      *"Baby I'm yours" starts playing*

    • @quazar-omega
      @quazar-omega 6 years ago +5

      The main cause of warps in all of reality Oh no you got me, now I'm going to cry in a corner

    • @reallybiggoose9153
      @reallybiggoose9153 6 years ago +2

      Yeah. My high score is 2030

  • @blue_birb
    @blue_birb 4 years ago +12

    The problem with this replica is that the speed of the obstacles changes but not the rate at which they spawn, so he jumps just as often as in the beginning

    • @2F098
      @2F098 Year ago +3

      Perhaps it has something to do with the fact that the dino's jump and land speed are constant throughout the game. Increasing the spawn rate would make the game literally impossible to play at higher speeds.

  • @kitkatboard
    @kitkatboard 5 years ago +81

    4:05 And, when I came back... this had happened :
    *The AI had gotten sentient and took over my computer*

    • @designfactory8995
      @designfactory8995 5 years ago

      try it like this you can see end without any fear ruclips.net/video/uviiIswXwZM/video.html

  • @wholelottared
    @wholelottared 6 years ago +368

    fun fact: you can go to chrome://dino to play it instead

    • @nicolasspencer6664
      @nicolasspencer6664 6 years ago +3

      Dxrkify why did he make the game

    • @bobbysingh5666
      @bobbysingh5666 6 years ago +4

      @@sycamine_ if you write a diffrent code u can create a "AI" that play the online verison. But that isn't a learning AI which is way i put the quotes. It does extactly what u code nothing more or nothing less. So basically it isn't AI it is harcoded

    • @denizkavi
      @denizkavi 5 years ago +3

      nicolas spencer The left side of the neural net(the input) is hard to get directly from image. Because he can’t access the game’s source code. He remade the game to get data that the algorithm needs to make decision. Say, you can’t walk if you can’t tell where your legs are.

    • @SnackHackStack
      @SnackHackStack 5 years ago

      Tried on my Mozilla Firefox web browser, doesn't seem to work though. :(

    • @2350CST
      @2350CST 5 years ago

      Mayank Kumar Gupta Yes, because it’s a chrome https for a reason

  • @SkrekkLich
    @SkrekkLich 7 years ago +402

    Here is a little idea: What about two AIs. One player AI and one "level builder AI". The second one tries to add new obstacle types as the game progresses. It's given some shapes and behaviours and places these obstacles to make the player die. The player than has to learn to avoid these new obstacles. Both AIs are constantly evolving. :O
    Assuming it's the dino game. The Builder AI can add cactuses and combine different behaviours like "object jumps all x frames" ... Later cactuses can float....changing the velocity and stuff at will ect...

    • @Jacko107
      @Jacko107 7 years ago +125

      Well the level builder AI would eventually learn to just place enough cacti or objects so it's impossible to jump over meaning he would always kill the player AI haha would be funny though

    • @dominiquesteimer5965
      @dominiquesteimer5965 7 years ago +34

      What about adding a cooldown? It still has to be fair

    • @MrKyriakos32
      @MrKyriakos32 7 years ago +37

      You can limit that by adding restrictions based on the object width/height and the space between object(x) to object(x+1). But still builder AI will always win cause he is given the 'creativity' function which is completely overhauled after Regular Player AI understand the creation's parameters and surpasses them, making it completely unknown to the Regular Player AI every time.

    • @virgill6881
      @virgill6881 7 years ago +4

      Basically, this is what a GAN is :D (check it out, awesome stuff)

    • @NorthernlionLP
      @NorthernlionLP 7 years ago +2

      MrKyriakos32 if you restrict it by adding cool down or constraints, the player AI will always win.

  • @florabelas8021
    @florabelas8021 8 months ago +1

    You see, this video was my first contact with AI. I loved it and watched everything on your page, 6 years ago. Made me curious about ai, but i thought i was too dumb. I am now pursuing my career on AI, got a online schoolarship on ai and machine learning. I discovered that I find mathematics fascinating. Now i am back here to watch it as someone with knowledge on the area. Gonna rewatch all my favorite videos.
    Its an inspiration. To work on project like these for studies. I think i Will try to recreate from Scratch and see what i come up with.

  • @ZombieFeathers
    @ZombieFeathers 7 years ago +768

    This video somehow explains the entire plot of Westworld.

    • @uproxy5307
      @uproxy5307 7 years ago +14

      this literally made me lol. AT how true it is

    • @abdullahzhair3113
      @abdullahzhair3113 7 years ago +2

      😆

    • @elikeheh
      @elikeheh 7 years ago +2

      ZombieFeathers how so

    • @ZombieFeathers
      @ZombieFeathers 7 years ago +2

      Elike Heh, because the underlying theme of Westworld is about AI trying to achieve consciousness. The AI self-learns through all the hosts reliving experiences over and over for 35 years. I've never seen how AI learns mapped out like it is in this video, and it kinda puts Westworld into a bit more perspective.

    • @elikeheh
      @elikeheh 7 years ago

      ZombieFeathers sounds like a cool show

  • @TheSkepticSkwerl
    @TheSkepticSkwerl 6 years ago +305

    I'm pretty sure that the real game sometimes shows 2 obstacles in close proximity of each other.

    • @Slimmeyy
      @Slimmeyy 6 years ago +35

      I've had a few occasions at high speed where cacti were too close together to land behind the first one and jump over the second, so probably :/

    • @HazardousMoose
      @HazardousMoose 6 years ago +51

      @@Slimmeyy trick is to jump the first obstacle early so to land right behind it and then jump instantly. Plus in late stages you can jump multiple obstacles with 1 jump. So the reason why mere humans fail at some point is because our reaction time isn't fast enough to determine whether a early or late jump is needed.

    • @uklondonxn
      @uklondonxn 6 years ago +5

      Night time

    • @tarzan7447
      @tarzan7447 6 years ago +3

      it’s so damn annoying i got to like 19,000 once when i was trying to get 20,000 and the fucking obstacles were like 10 feet apart

    • @lenamehere8896
      @lenamehere8896 6 years ago +1

      You could also lightly tap jump so can jump a little lower.

  • @ryo2812
    @ryo2812 7 years ago +360

    *Tries the game*
    *dies*
    *Quits life*

  • @dusktheowlgryphon
    @dusktheowlgryphon 4 years ago +15

    3:28 I'm pretty sure that's a pterodactyl, but they're both flying animals so same difference.

  • @SB-tt4wr
    @SB-tt4wr 6 years ago +253

    *needs internet to watch video*

  • @asle8607
    @asle8607 5 years ago +489

    Anyone notice that he smiles when he jumps

  • @osoxis
    @osoxis 6 years ago +524

    In Australia the dino could be a kangaroo.

    • @aussieboihenry1057
      @aussieboihenry1057 6 years ago +6

      Philip Supuran nah it’s not. But it be cool tho

    • @lethaoink7628
      @lethaoink7628 6 years ago +18

      I live in Australia, never seen a kangaroo

    • @domirusz24
      @domirusz24 6 years ago +15

      @@Hiroakiarai88 why are u giving birth in a reply?

    • @pepsi4668
      @pepsi4668 6 years ago +4

      yeah but I think the t rex is representing that in the dinosaur age there was no wifi

    • @s4dpolarbear336
      @s4dpolarbear336 6 years ago

      What is an Australia?

  • @Т1000-м1и
    @Т1000-м1и 4 years ago +1

    3years ago, I wanted to rewatch your vids for a few days, thanks recommended.

  • @eier3252
    @eier3252 6 years ago +197

    For anyone wondering, the song from 6:34 onward is called _Hyperspeed_ by Eveningland.

    • @TheTaylorhorton
      @TheTaylorhorton 6 years ago +12

      Not all heroes wear capes

    • @freddymeisner
      @freddymeisner 6 years ago +5

      I love you i was looking everywhere

    • @Gpap318
      @Gpap318 6 years ago +2

      U saved my life from searching the whole internot

    • @eier3252
      @eier3252 6 years ago

      thanks, no problem. I found this song using Soundhound, it spat out "Mouse" by some chinese guy who uses stock RUclips Audio Library songs as background and sings some stuff over it.
      When you look for background songs, then the RUclips Audio Library, epidemicsound and Audio Network are good starting places, and so is researching/asking on Reddit

    • @ganeshprasad9851
      @ganeshprasad9851 5 years ago +1

      No it is "Darude Sandstorm"

  • @UncleWermus
    @UncleWermus 5 years ago +165

    "What is my purpose"
    "You jump cactus and duck pterodactyls"
    "...Oh my God"

  • @demon_xd_
    @demon_xd_ 5 years ago +970

    It’s 2020... for *fricks* sake I only now realize the dinosaur smiles when he jumps
    Edit a long time after (8-July-2020): can’t you read my reply!? It does NOT, it’s an artificially inserted sprite

    • @zuha1243
      @zuha1243 5 years ago +53

      OMG HE DOES

    • @aryanb4926
      @aryanb4926 5 years ago +38

      Wait a minute..
      *He does??*

    • @LeonOcto
      @LeonOcto 5 years ago +82

      it doesnt, he added that sprite by himself

    • @TheMelloFello
      @TheMelloFello 5 years ago +15

      me too I thought I saw something different when it was jumping so I paused it while was and it is smiling.

    • @sleeeepyy_
      @sleeeepyy_ 5 years ago +5

      Same

  • @baulvicork5199
    @baulvicork5199 4 years ago +24

    CodeBullet: The highest bird cannot be jumped over
    Me: *oh you have no idea what’s possible*
    (Yes I’ve actually jumped over the highest bird lmao)

  • @pppixeI
    @pppixeI 5 years ago +652

    How I discovered this game:
    Wifi: *goes out*
    Me: *hits keyboard out of rage because this is the 5th time it's happened*
    Me: wait what?

    • @TPK_MAKG
      @TPK_MAKG 5 years ago +23

      Only 5th?
      Amateur

    • @jeremiahharris2403
      @jeremiahharris2403 5 years ago +10

      I discovered it by someone having wifi out and typeing "hack" in to google in the 4th grade

    • @geph4444
      @geph4444 5 years ago +1

      @@jeremiahharris2403 😂

    • @buglab2285
      @buglab2285 5 years ago +1

      :D

    • @aloowarrior1634
      @aloowarrior1634 5 years ago +8

      i was watching porn but my internet went off so i jerked to this

  • @abookwing
    @abookwing 5 years ago +312

    Australian dude: *invents wifi*
    Also Australia: *literally has the worst wifi in the world*
    Me who is Australian and lives in Australia: *WTF?*

    • @antonope3110
      @antonope3110 5 years ago +36

      That's because your wifi is upside dow.

    • @abookwing
      @abookwing 5 years ago +10

      CRITAWKETS Hmmm I never really thought about that, maybe you’re right... T^T

    • @fusk7799
      @fusk7799 5 years ago +7

      oh boy you haven't heard about Iran's wifi did you?

    • @sxmwun
      @sxmwun 5 years ago +1

      ꧁ Kitty Boi ꧂ nah our wifi isn’t the worst

    • @oopsitsagame1766
      @oopsitsagame1766 5 years ago +1

      You need to train your wifi model to run even faster

  • @AllUsernamesTaken
    @AllUsernamesTaken 7 years ago +1942

    I vote Flappy Bird for the next project!

    • @osc8910
      @osc8910 7 years ago +1

      All Usernames Taken one of the shittty meme rip offs

    • @indumathisureshkannan4856
      @indumathisureshkannan4856 7 years ago +1

      flappy bird got deleted

    • @cookehmonstashe5332
      @cookehmonstashe5332 7 years ago +19

      INDUMATHI SURESHKANNAN apk file can still be downloaded

    • @FordGTmaniac
      @FordGTmaniac 7 years ago +6

      I want to see a Bullet Hell game like Touhou, the AI would be working overtime just trying to track all of the stuff flying around.

    • @udaykiranreddysadula1065
      @udaykiranreddysadula1065 7 years ago +1

      All Usernames Taken our batch mates has trained CNN for flappy bird with reward points. It's already existing.

  • @revoir-draws3270
    @revoir-draws3270 4 years ago +4

    “No, but we can dream”
    Ad: and I’m just gonna- yeah, sit right here

  • @fakestarfruit
    @fakestarfruit 5 years ago +857

    fun fact: you can play the Dino game online by searching "chrome://dino" into Google Chrome.

    • @muhamadsoleh2517
      @muhamadsoleh2517 5 years ago +25

      How about offline but someone has blocked that action (you know school teacher)

    • @fakestarfruit
      @fakestarfruit 5 years ago +30

      @@muhamadsoleh2517 if you just search anything offline it will just play the Dino game

    • @on1ybees
      @on1ybees 5 years ago +6

      I just search up Dino game google

    • @hashy0x43
      @hashy0x43 5 years ago +16

      @HafidzW Fuck you

    • @userjff182
      @userjff182 5 years ago +8

      HafidzW Haaa!!! Jokes on you! Firefox lands on Google search page by default, cuz Firefox is supported (donor or sponsor) by Google.

  • @imlatinoguy
    @imlatinoguy 7 years ago +1142

    Did anyone else think it was cute when the dinosaur ducks way before the bird gets close?
    I played this bounce ball game and every time it hit your paddle the paddle gets a little bit smaller.. Well I found out when your paddle is super small and you hit the ball at just the right angle it will bounce up forever without you having to move it. So I did that and went to sleep..when I woke up I had like 650,000 points and its hard to get 30,000 normally so think about it.

    • @saheb_gg
      @saheb_gg 7 years ago +10

      do you have a link for the game?

    • @nesenac9303
      @nesenac9303 7 years ago +3

      What is the name of the game

    • @imlatinoguy
      @imlatinoguy 7 years ago +7

      nesE naC disable your laptop WiFi and open google chrome. When the dinosaur pops up press the up key.

    • @vexehedrim7910
      @vexehedrim7910 7 years ago +62

      imlatinoguy no what’s the name of the bounce ball game

    • @imlatinoguy
      @imlatinoguy 7 years ago +33

      called Foon Balls , actually I saw my score was actually 935,125 lol

  • @anthonysmith1228
    @anthonysmith1228 7 years ago +2650

    I also don't last very long in bed.
    *relatively*

  • @ApolloFirearms
    @ApolloFirearms 3 years ago +5

    “This game has been disabled by the administrator”
    Me: well, shit

  • @venus1333
    @venus1333 5 years ago +14

    In the actual Dinosaur Game, I'm pretty sure that ducking while in the air causes you to hit the ground faster which thus allows you to get back on the ground quicker and thus jump again, which should be useful for those really fast versions.

  • @noname-ph4ow
    @noname-ph4ow 5 years ago +55

    *Any game that is infinite*
    This guy: I will beat it no matter what.

    • @TheMythcaller6299
      @TheMythcaller6299 4 years ago +3

      Actually, while it does reset your score to 0 when you hit 99,999 points, an actual ending was programmed into the game. In order to reach this end you must, without ever dying, play for 17 Million years straight in order to finish the game.
      Source: thenextweb.com/dd/2018/09/07/4-years-later-google-finally-explains-the-origins-of-its-chrome-dinosaur-game/; Also a brief mention in either Time Magazine (can't remember the issue), or an episode of Wait Wait Don't Tell Me (also can't remember the episode)

    • @severtear
      @severtear 4 years ago

      since code bullet recreated the game i dont think it has an end

    • @williammcmullen8999
      @williammcmullen8999 4 years ago

      Actually there is an end to the normal game at round at 999999 your on level 2

  • @Septimus_ii
    @Septimus_ii 5 years ago +21

    It looks like the final AI was effectively perfect - it could reach the late game and then it jumps/ducks the frame that an object appears. You can't do any better than that

  • @frog_king200
    @frog_king200 Year ago +1

    I like how through the entire thing small jump was never used

  • @hecko-yes
    @hecko-yes 7 years ago +950

    I think it'd be a good idea to train an AI to play Geometry Dash. Or at least a simple clone of it.

    • @zaramintheequanimous
      @zaramintheequanimous 7 years ago +135

      Sobsz oh yeah ... He needs to make one ... Imagine those hard nightmare difficulty beaten with a self-learning ai

    • @gabriellugmayr2871
      @gabriellugmayr2871 7 years ago +12

      That would be great

    • @xydors
      @xydors 7 years ago +40

      Zaramin 18 would take like 1000 generations but i'd wanna see that too

    • @zaramintheequanimous
      @zaramintheequanimous 7 years ago +41

      Bill S. Not if the AI learns in groups and start with the first ever stage,
      They should have some memory retained for other levels , simply learn the basics , but yes ... 1000 generation for a perfect geometry dash AI , plus all secrets too 😄

    • @raffimolero64
      @raffimolero64 7 years ago +10

      training AI to play GD?
      that would require memory tho

  • @circli
    @circli 7 years ago +165

    An interesting thing may occur when the player beats the “hit mark speed”. That is when the obstacles move so quickly, collisions are not rendered right, and the game is basically beaten since not death can occur! Btw great vid as always, keep it up!

    • @Navhkrin
      @Navhkrin 7 years ago +19

      The problem you are mentioning does not exist probably, because when making collosion checks we are using line-based collosions between past and new location of object. So for example,
      ----[P]---[O] where P is player and O is object, i will denote On as new location of object after 1 frame, and Op as previous location of Object
      When one frame passes,
      ---[On]----[P]----[Op] what we do is checking if the player is between the past and new location of Objects, therefore we can prevent collosion skipping from occurring. This is a very basic version of how games handle collosion detection.
      Of course, its much trickier there since they have to deal with 3d collosions and they usually want to now only know the existance of collosion, but also the angle of collosion, this is important when rendering light rays or simulating bullet richochet.

    • @feschber
      @feschber 7 years ago +9

      Well it kind of depends on how the collisions are calculated since even though the obstacles may not be on the screen for even a single frame this doesn't necessarily mean you can't get hit by them (I see it has been mentioned in the previous comment)

    • @pedrogomes5796
      @pedrogomes5796 7 years ago +21

      At some speed, it would actually be impossible to beat the game, since you would need to jump before the object is even on screen.

    • @feschber
      @feschber 7 years ago +15

      Pedro Gomes the AI doesn't even care about what's on the screen

    • @vladl5482
      @vladl5482 7 years ago +4

      Well, this game might not simply check the collisions, what they might do is check if an obstacle is behind the player and the player didn't jump.But most likely I don't think whoever made the game actually thought it was even possible to get to that difficulty.

  • @kangarumpy
    @kangarumpy 6 years ago +129

    You forgot the most crucial aspect:
    The day/night cycle that lags out my 2011 MacBook Air.

  • @nicolasnatter4770
    @nicolasnatter4770 4 years ago +1

    mum: get off games now
    me:no
    mum turns off wifi
    google chrome dinosaur : allowe me to intrudoce myself

  • @yourunclejoe9500
    @yourunclejoe9500 7 years ago +91

    When I clicked the notification to go to this video, my internet messed up and I was on the no internet dinosaur chrome game.
    While going to a video about the dinosaur chrome game.
    Neat.

    • @FrancisSims
      @FrancisSims 7 years ago +2

      Hugh Mungus if you have internet that is not working you get a different page than if you have no wireless connection at all

    • @yourunclejoe9500
      @yourunclejoe9500 7 years ago

      Francis Sims
      I think you're right, the page said "You have no internet connection" or something. I guess I need to fix my router.

  • @ahmadsalam3188
    @ahmadsalam3188 6 years ago +524

    Playing dino game : Level 1 crook
    Forcing AI to play it for you : level 50 programming Boss
    *THAT'S HOW PROGRAMMING WORKS*

    • @chrismorris5241
      @chrismorris5241 6 years ago

      lol

    • @aidan4529
      @aidan4529 6 years ago +2

      Ahmad Salam Ima make you code like thst

    • @marco8614
      @marco8614 6 years ago +8

      Making the game again completely and THEN making something to beat it for you: Level 100 programing president

    • @saintbread5080
      @saintbread5080 6 years ago

      No

    • @SimplyAnExistence
      @SimplyAnExistence 6 years ago +1

      Ahmad Salam
      Seems like every AppStore ad that we get now.

  • @bye2117
    @bye2117 5 years ago +191

    The AI according to the media: "Oh boy here I go killing again"

    • @niqsy6116
      @niqsy6116 5 years ago

      Media: AI IS GOING TO TAKE OVER THE WORLD!!
      How the world progress so far: this AI thing is so fucking convenience

  • @tackington...3172
    @tackington...3172 4 years ago +7

    I find it so odd how by just letting a robot do random stuff you can teach it how to do this with incredible accuracy

    • @Loaderdani
      @Loaderdani 3 years ago +4

      The robot isn’t exactly random. I mean, it is initially, but it very quickly develops into one or more structures based on your incentives and culling process.

  • @mr.penguin3358
    @mr.penguin3358 7 years ago +619

    Pretty cool but this isn't the one from chrome... when it gets faster there should be more obstacles and when the number reaches a multiple of 100 it blinks. Also it turns day and night
    EDIT: this is the most likes I've gotten so thx

    • @lukasaey
      @lukasaey 7 years ago +3

      Yeah i thought he would do that but it would not be possible

    • @AnuragsharanTG
      @AnuragsharanTG 7 years ago +6

      lukasaey nothing is impossible

    • @camilakeller5256
      @camilakeller5256 7 years ago +1

      Anurag sharan yes lol no everything is possible :v

    • @AnuragsharanTG
      @AnuragsharanTG 7 years ago

      Camila Keller yep :P

    • @goose8284
      @goose8284 7 years ago +1

      T Perm Its fast forwarded lmao

  • @nabeel8633
    @nabeel8633 6 years ago +288

    This all happened before dinosaurs went extinct, wow

  • @icuk3393
    @icuk3393 7 years ago +338

    On the actual Chrome website there is a glitch you can do that gets an infinite score. I did this and i reached about 500,000. It's legit try it
    Step 1) disconnect from wifi
    Step 2) open 2 tabs and get the dino game on both
    Step 3) press space on one tab ro start the game
    Step 4) when the dino is in the air switch to the other tab
    Step 5) wait for 1-2 minutes then go back onto the other tab
    You shouldn't see the dino on the game screen but the cacti keep moving as normal

  • @aliarslan752
    @aliarslan752 4 years ago +1

    its actually nice to hear no abuses, in his later-on videos, you can hear nothing-else but...

  • @kuro758
    @kuro758 7 years ago +5

    2:30
    "Which is a decent strategy.. IF YOU SUCK!" 😂😂😂😂

  • @mclinee
    @mclinee 7 years ago +255

    It will take over world

  • @aljeronbalinor3498
    @aljeronbalinor3498 5 years ago +315

    That moment you realize he said, “cactuses”

    • @ThawBerry
      @ThawBerry 4 years ago +10

      Me:
      My mind: *cAcTI

    • @Louisef22
      @Louisef22 4 years ago

      GRRRR

    • @revoir-draws3270
      @revoir-draws3270 4 years ago +2

      Why did you have to point that oooouuuuut

    • @Louisef22
      @Louisef22 4 years ago +3

      @@revoir-draws3270 grammar issues

    • @DerplingKing
      @DerplingKing 4 years ago +10

      It's considered acceptable through repeated common usage. If shift in usage wasn't allowed, everyone would still be wearing naprons and having sidlings. Language is fluid.

  • @Akotski-ys9rr
    @Akotski-ys9rr 4 years ago +2

    I like how the dinosaur is casually running faster than the speed of sound