First Ever AI REBIRTH SCREEN on Original NES Tetris
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- Опубликовано: 25 май 2024
- This is BetaTetris with 30 Hz tapping and 300 ms reaction time playing to level rollover (aka Rebirth Screen).
The crash dodging strategy used is:
- Pushdown at level 158 transition and every piece in level 253 (using BetaPushdown)
- Flash the next box at level 155,156,159 transition, every non-transition line clear in level 156-158, and every piece in level 249,255
- Score only singles from level 166 transition to level 173 (using BetaSingle)
Related resources:
- Meat Fighter's article: meatfighter.com/nintendotetri...
- HydrantDude's color glitch explanation: • why the colors glitch ...
- HydrantDude's crash mechanism explanation: • why clearing a single ...
- HydrantDude's confetti explanation: • why nes tetris covers ...
- HydrantDude's 810-line level explanation: • why you get stuck on t...
- EricICX's video about crash dodge: • The Secret Second Endi...
- Greg Cannon's StackRabbit video: • AI BREAKS NES TETRIS! ...
- Crash Theory spreadsheet: docs.google.com/spreadsheets/...
- BetaTetris' GitHub repo: github.com/adrien1018/betatet...
The plain-text version of the explanations in this video, and this game's FCEUX input file (.fm2 format), as well as other BetaTetris' games played on BizHawk, are all available in the following link: bit.ly/beta-rollover
0:00 - intro & start
0:32 - BetaTetris intro
5:45 - level 19
9:06 - level display bug
32:07 - colors glitch
34:18 - crash intro
35:41 - BetaPushdown intro
36:55 - confetti
37:34 - BetaSingle intro
38:13 - desync glitch
40:17 - back to BetaTetris
40:46 - partial desync
44:26 - 2nd color cycle
53:17 - 810-line level
1:13:10 - final crash zone
1:14:41 - level 255 & rollover 
Игры
Answering a few common questions here:
Q: Why does it left well?
A: The reason is pretty complicated, but simply put, I used a left-well-preferring NN to generate the tablebase since it is my best NN at that time, and as a result the tablebase also prefers left well.
When training a neural network, whether it prefers left or right well depends on which well it discovers first in the training process, which is essentially random. In fact, the BetaTetris NN featured in this video prefers right well if playing without the tablebase.
Q: Why does it change from left well to right well, or vice versa?
A: I mirrored all the boards in the tablebase, so the tablebase can actually play both wells. Whenever it thinks left / right well is better for the current situation, it will go for it.
(The piece movements are not symmetric, so even with mirroring the board quality of left well are still better than that of right well.)
Q: What happens if you keep playing after rollover? Is it the same as if you start a fresh new game from level 0?
A: It would be almost the same, except that the 810-line level will be at a different level since the line count is different. (and some trivial ones such as piece statistics and starting score)
Q: The color palette of display levels 146 & 210 should be Dusk, not Dust?
A: Yup, that's a typo. In fact, I copied the color names directly from my previous video and never realized there was a mistake :)
Q: How to solve the emulator discrepancy problem? Is it possible to run the AI on console?
A: The method is to do a console verification. For example, if someone took the BizHawk input file in the description, replay the imputs on the console and it runs perfectly, then we will know the emulation is accurate.
Once the console verification is done, it is definitely possible with proper tools to sync the console with the computer to give the inputs (though I don't have a console nor the hardware to do this).
Q: Does this mean it is possible to play infinitely?
A: Any AI will be prone to topout if it encounters a bad enough piece sequence. However, it is possible to design a TAS for true infinite play, using the fact that the level pattern will cycle every 17600 lines (after the first level-up). If one can to find an input sequence to
1. Get to the exact same board & next piece after scoring 17600 lines
2. The number of scored singles, doubles, triples and tetrises in these 17600 lines are all multiples of 10
3. Pause the game appropriately to make the in-game RNG loop back to the same state after these 17600 lines
then the game state will essentially loop back, hence achieving true infinite play by repeating the inputs of these 17600 lines.
Q: Why did the screen glitch out at 1:09:26?
A: That's an encoding glitch when I exported the edited video (possibly due to a bug in my video editing software).
I am one of the few who prefers left well IRL. Every time I start to set up right well it devolves into left well.
@@boopydoopy2488Yes, we made you to prefer a left well. Trying to make a right well is just you trying to challenge your own programming.
@adrien_1018 infinite play is (sadly) not that simple (unless you fix the crash in some way).
Is it going to ever be possible for a Tetris player to use the select button and also push down? Also, what does the select button do again I missed that part.
@@wiirambo7437 the crash dodging strategy still works after level rollover, so crash should not be an issue.
So this AI avoids all the crashes, without RNG manip, without knowing pieces beforehand (aside from the 1 next piece) - that's hype
Looks like it avoids it by taking singles and manipulation of push down points.
@@jjeastside Insanely weird for you to say "manipulation" of push down points in response to a comment talking about RNG manipulation
This is the only known way to dodge the crashes with maximum probability. It's not "manipulating", it's just "holding down at certain points to avoid crashing"
The entire crash-dodging strategy is outlined in the description box.
@@codetaku I don't mean manipulation in terms of an unfair or cheating way I meant the first definition of manipulation which is to a handle or control in a skillful manner. Instead of rng manipulation to get certain pieces to avoid game crashes it is using piece movement manipulations in order to handle game crashes.
I think you may have jumped to conclusions and took my comment in a negative manner to diminish the impressiveness of the AI.
@@codetaku To your other comment of it being the the "only way to dodge crashes with maximum probability" is also incorrect. There are other alternative ways that can be used to handle the game crashes such as multiple players being plugged into the console and flashing your next queue. There is an excellent video by EricICX called "The secret second ending of tetris" and a comment on the video by Fractal which demonstrates these techniques.
@@codetaku its sounds like you're very passionate about tetris and I am too but please remember to be courtesy and give others the benefit of the doubt when making comments like these.
I love that it's possible to be so good at Tetris that you start breaking the game itself, and if you can handle that long enough, you can fix it too.
NEStris is actually just an assembly coding challenge if you are good enough. It's only a game if you're bad at it
26:34 It says "Congratulations! You've managed to find this very unique frame buried deep in this 270,000-frame long video, especially during the not-so interesting pre-colors play!
How does this have 100 likes?
Lol how
How does one even find something like this
810 lines of Charcoal is just pure torture for a human player.
For Fractal? Not so much.
“If the Original Kill Screen was the game’s way of beating the player, and the True Kill Screen was the player’s way of beating the game, beating Level 255 is the Rebirth Screen, with both the player and the game emerging triumphant together. If it can be done someday…it will be the ultimate final achievement of the original NES Tetris.”
-aGameScout
25,600 lines:
17,600 line piece rng reset:
25,600 of every piece:
I agree with this statement
Calling it now by 2027 some mad lad will have achieved a double rebirth
@VideoGamer110 in the future, it will stop being a matter of who can get the most rebirths...
1:03:34 "Are you really going to watch the entire 810 line level? Why?"
I have nothing better to do
"when stantley came to a set of two wells, he entered the well on the left"
Also, you can find some interesting things like 1 frame green out video glitch at around 1:09:26 .
@@o0alanjack0o i actually made another comment about that.
It’s 20 minutes, I’ve wasted more time on less interesting things.
@@Yhp420 I'm late to party and did not notice you already comment on that one lol.
45:26 That L piece spin and tuck was *nasty*
Would a human be able to do that?
@@WildlifeVideos113yeah
@@WildlifeVideos113 yes, but it's frame perfect
Similar one at 50:21.
@@galoomba5559 any tuck after lvl 29 is frame perfect too, but you can roll it
Congratulation! You've managed to
find this really unique frame buried deep
in this 270,000-frame long video,
especially during the not-so-interesting
pre-colors play!
I feel so accomplished in life after finding this
wasn't buried that deep
where?
@@damri_notfound you gotta find it
where?
Keyboard
With how far we've come in tetris by now, there'd be no surprise if, for example, Alex T. manages to pull off a rebirth in a human game.
It's basically inevitable at this point. Alex T did 155 to 255 reset, he can play start to 155, so just a matter of getting both in the same run
@@GK-gc9cvcorrect me if I'm wrong but that was on the modded version
@@peachparee7647 It's humanly impossible to consistently getting passed all the crashes. From level 155 to 159 are possible crashes by making a single. Even getting to that point in your run is super hard, but getting through all possible crashes is absurd. And I'm not even talking about crashes on levels 249, 253 and 255. So yeah, he uses modded version.
In the modded version it will happen within like a year but crash dodging is on a whole other level
0:21 , 20 seconds in and it already finds moves invisible to humans
Love the names for the glitched colors. (Level 241) "Internship at Marie Curie's lab." Really? Just awesome.
183 - "Mexico According to Hollywood"
Greeeen. 50 shades of blue. Burnt spaghetti, glowing spaghetti, non glowing spaghetti. Burnt key lime pie, RED, week old bubble gum, Australian outback, nuclear Christmas, regular Christmas, Christmas but green with envy, radium+, Los Angeles smog, quarantine hair dye
I believe Greg Cannon (who's video is linked in the description) came up with those names.
@@Blahaj_IKEA Let's not forget Stardew Valley Sunset
Maria Skłodowska-Curie* btw
36:07 this level is called Blue Scuti!
Honestly, we should change the palette name to that. The palette has blue in it, and this level is most known as the level that Blue Scuti crashed at.
I think it should be named *Scutium* !
“Uhm, actually it’s called radium 🤓”
@@melonacatkennel
@@melonacat Shut
This is so cool, with the explanations and stuff. Also imagine playing at charcoal for 800 lines 😵
that's why you don't start at lvl 18!
Luckily changing the start level fixes that problem
imo starting at level 10 gives the best 810 line color (same color as lvl 155, green gray white one)
@@xdkristofsaltacc Why not?
@@DJIncendration because if u start at lvl 18, u will have to play on charcoal for 800 lines, but if u start on a diff level, it will be a way better color pallete
29:07 Congratulations to BetaTetris for unlocking Electronic Arts!
Get in the game
32:45 dirtiest tetris ever
that looks clean to me
@@hhhcirA dirtiest as in highest tetris ever in the playfield
That was impressive. Discovering the state of the Tetris scene some years ago was crazy enough (RIP Jonas and his rare footage of achieving a game crash). Finding out again when Scuti made the news was flabbergasting. It’s truly a game of all time, not only because of its everlasting appeal but because the limits are still being stretched after decades. At least when it comes to bot play, I think we’ve reached the final major milestone now with rebirth.
did jonas crash the game? where can I read more about that
He crashed the game (at least, made the game malfunction) due to some unknown reasons, but definitely not the high-level crash we're talking about nowadays.
@@kokosita I referenced the clip link buried in this video and the way it was labeled.
Last major milestone is infinite play.
BetaTimestamp
0:11 BetaTetris start
3:29 BOOM! Back-to-back tetrises
5:46 Level 19
7:26 This is the least efficient AI
9:06 Level display breaks
14:14 Trouble editing video
26:34 The unique frame
29:06 Beta gained consciousness
32:08 COLORS
34:18 Crash zone begins
35:41 BetaPushdown
36:55 Confetti
37:34 BetaSingle
38:13 Desync
39:00 Confetti makes funny sounds
40:17 Crash zone ends
40:46 Partial desync
41:57 A confetto
44:26 2nd color cycle
46:47 The best color scheme
53:17 Endless level begins
54:35 Endless level
1:00:00 1 hour
1:03:34 The deep question
1:05:21 Jonas broke NES Tetris (and died on the corresponding day)
1:09:26 Screen glitches out
1:10:39 Endless level ends
1:13:10 Crash zone 2 begins
1:14:41 Level 255
1:15:00 Rollover
Confidence level 105
Fractal can do that after a small beer
Nobody can this world⚡
LMAO
the hard part is avoiding the softlocks
Alex can do it after a long bath in milk.
@@asheep7797CHUG
Watching it give up just as it got super easy was incredibly frustrating 😂
hidden messages (not in explanation), maybe incomplete:
3:39 back-to-back tetris
7:26 least efficient ai
26:34 the unique frame
29:06 beta gained conciousness
41:51 a confetto
46:47 the best color scheme
54:35 long level
1:00:00 1 hour
1:03:34 the deep question
1:05:21 jonas crash (timestamp is jonas' death anniversary?)
1:10:39 out of long level
That's amazing (especially for discovering the anniversary!) There are still two left though :)
“Mexico according to Hollywood” and the other I literally forgot because I was focusing on the game
39:00 confetti makes funny noises (i agree)
14:14 trouble editing video
1:09:26 editing glitch?
@@adrien_1018 I made a comment with all of the messages and explanations. ALL OF THEM. Please pin me.
Seeing all the points where it passes up on a tetris for board health is super interesting to me. by far the most mind blowing example is at 10:24 like I would never in a million years pass up that tetris for board health
This is amazing Adrien, so many congrats!
And so StackRabbit lost the score WR for AIs 😮
Since "infinite play" is theoretically possible by cycling back to Level 1, this leads me to believe that the final frontier for Tetris play will eventually become Time Defense: Play for as long as possible without topping out or crashing the game.
@@Jesus_Christ_Is_Lord09 God's not real.
This is a really well made video and i appreciate all the commentary on what is happening and links to articles that explain what happens in game at the moment it happens, this video deserves more views
this is such a well made video, i cant believe it got barely any recognition.
33:45 Dust 😂😂😂
44:17 As it enter the RED pallet, 2 pieces are on 666
Plot twist: Adrien is actually playing the game and all the things on the side are edited in.😂
that's impressive, you even commentated as it went on, massive shock how this hasn't blown up yet!!!
1:14:58 now, this means we can technically play forever without losing
and the fact that it’s left well is even more impressive
Is it just a flex or is there a reason for this?
@@dennisamelunxen8283 since the pieces are biased to the right side of the board it would make sense to build the stack on the left and send tetrises to the right, which is what a lot of people do in competitions
@@dennisamelunxen8283 Neural network happened to find left well first, not smart enough to realize it could use the other side instead.
Now, let's see who the first mere mortal will be to reach rebirth...
(33:44, 48:15) Whoops, the name of that dark color scheme is "Dusk", not "Dust".
(46:47) I like the Bubblegum palette myself.
SRA jumpscare
And yeah, I agree. If I were to add a new official palette to the rotation in this game, it would be the bubblegum one.
these glitch color palette names are SENDING ME
That was surprisingly interesting. Thanks for the upload.🎉
Been looking for a rebirth video since getting hooked on NES Tetris after watching Summoning Salt's video.
I was waiting for this video... thanks!
Interesting thing I've ever seen in my life. Nice work on that heh :3
The glitch colors look very cool.
Oof, the fact that the 810 line level is also one of the levels with a charcoal colour pallet is going to be killer if anyone ever tries to do this manually. It's like the final boss stage of Tetris.
Crash dodging is much much harder than 810 lines on charcoal even though that itseld is insanely difficult
This is the most fun and entertaining video I have ever watched because it is so good and I just love the wonderful and spectacular quality that this video has to offer. I also like how the pieces satisfying place at the right place because this is probably one of the best videos I think I have ever watched in my entire life, due to the extreme long length I feel like this would be recommended for everyone to watch, especially on 0.25 times speed, it’s just so satisfying to watch and so lovely and I won’t stop watching this video over and over on repeat and it’s just wonderful how ridiculously good it is! My favorite part is the 810 line level, which is very long and takes 17 minutes to watch on normal speed, while when watching on 0.25 times speed, 1 hour and 8 minutes. Overall, this is probably the most fun and entertaining video I have ever watched because it is so good and I just love the wonderful and spectacular quality that this video has to offer. I also like how the pieces satisfying place at the right place because this is probably one of the best videos I think I have ever watched in my entire life, due to the extreme long length I feel like this would be recommended for everyone to watch, especially on 0.25 times speed, it’s just so satisfying to watch and so lovely and I won’t stop watching this video over and over on repeat and it’s just wonderful how ridiculously good it is! My favorite part is the 810 line level, which is very long and takes 17 minutes to watch on normal speed, while watching on 0.25 times speed, 1 hour and 8 minutes. Overall, this is probably the most fun and entertaining video I have ever watched because it is so good and I just love the wonderful and spectacular quality that this video has to offer. I also like how the pieces satisfying place at the right place because this is probably one of the best videos I think I have ever watched in my entire life, due to the extreme long length I feel like this would be recommended for everyone to watch, especially on 0.25 times speed, it’s just so satisfying to watch and so lovely and I won’t stop watching this video over and over on repeat and it’s just wonderful how ridiculously good it is! My favorite part is the 810 line level, which is very long and takes 17 minutes to watch on normal speed, while when watching on 0.25 times speed, 1 hour and 8 minutes. Overall, this is probably the most fun and entertaining video I have ever watched because it is so good and I just love the wonderful and spectacular quality that this video has to offer. I also like how the pieces satisfying place at the right place because this is probably one of the best videos I think I have ever watched in my entire life, due to the extreme long length I feel like this would be recommended for everyone to watch, especially on 0.25 times speed, it’s just so satisfying to watch and so lovely and I won’t stop watching this video over and over on repeat and it’s just wonderful how ridiculously good it is! My favorite part is the 810 line level, which is very long and takes 17 minutes to watch on normal speed, while when watching on 0.25 times speed, 1 hour and 8 minutes. Overall, this is probably the most fun and entertaining video I have ever watched because it is so good and I just love the wonderful and spectacular quality that this video has to offer. I also like how the pieces satisfying place at the right place because this is probably one of the best videos I think I have ever watched in my entire life, due to the extreme long length I feel like this would be recommended for everyone to watch, especially on 0.25 times speed, it’s just so satisfying to watch and so lovely and I won’t stop watching this video over and over on repeat and it’s just wonderful how ridiculously good it is! My favorite part is the 810 line level, which is very long and takes 17 minutes to watch on normal speed, while when watching on 0.25 times speed, 1 hour and 8 minutes. Overall, this is probably the most fun and entertaining video I have ever watched because it is so good and I just love the wonderful and spectacular quality that this video has to offer. I also like how the pieces satisfying place at the right place because this is probably one of the best videos I think I have ever watched in my entire life, due to the extreme long length I feel like this would be recommended for everyone to watch, especially on 0.25 times speed, it’s just so satisfying to watch and so lovely and I won’t stop watching this video over and over on repeat and it’s just wonderful how ridiculously good it is! My favorite part is the 810 line level, which is very long and takes 17 minutes to watch on normal speed, while when watching on 0.25 times speed, 1 hour and 8 minutes. Overall, this is probably the most fun and entertaining video I have ever watched because it is so good and I just love the wonderful and spectacular quality that this video has to offer. I also like how the pieces satisfying place at the right place because this is probably one of the best videos I think I have ever watched in my entire life, due to the extreme long length I feel like this would be recommended for everyone to watch, especially on 0.25 times speed, it’s just so satisfying to watch and so lovely and I won’t stop watching this video over and over on repeat and it’s just wonderful how ridiculously good it is! My favorite part is the 810 line level, which is very long and takes 17 minutes to watch on normal speed, while when watching on 0.25 times speed, 1 hour and 8 minutes. Overall, this is probably the most fun and entertaining video I have ever watched because it is so good and I just love the wonderful and spectacular quality that this video has to offer. I also like how the pieces satisfying place at the right place because this is probably one of the best videos I think I have ever watched in my entire life, due to the extreme long length I feel like this would be recommended for everyone to watch, especially on 0.25 times speed, it’s just so satisfying to watch and so lovely and I won’t stop watching this video over and over on repeat and it’s just wonderful how ridiculously good it is! My favorite part is the 810 line level, which is very long and takes 17 minutes to watch on normal speed, while when watching on 0.25 times speed, 1 hour and 8 minutes. Overall, this is probably the best thing I have ever watched.
I love some of these color palette names. My fav is probably "Internship at Marie Curie's Lab"
1:14:58 boom rebirth of Tetris.
All those text glitches could be part of some curse horror game story.
This is some insanely impressive stuff. The crash avoidance is cool!
Amazing video I didn’t know how common confetti was and I also didn’t know how large the gap was after the first cluster of crash spots and I also didn’t know the very end was possible without rng manipulations!
We are definitely years away for a human achieving rebirth on vanilla rom
this is amazing. btw i think greg rlly likes spaghetti for no reason (he named like all of the levels after spaghetti)
"Neon Nights is the best color scheme. Change my mind."
Why would I? You're objectively correct.
1:05:21 I can't read the subtext due to pixelization, but I think it says something about how it's sad Jonas isn't around to see what he would do with these new discoveries. And I agree. RIP Jonas.
Also, I know it's a pain to play but Dusk is probably my favorite glitched color palette. I like how the colors work together.
Amazing video, thanks!
mexico according to Hollywood is such an incredibly online level name lol
Timestamp?
@@RadioactiveBluePlatypus 42:21
I wish my Confidence Level was that consistently high.
This is amazing!
impressive work !
As someone not computer minded whatsoever, it so fascinating to me how someone developed a program to beat a game like this. I could never get my head around the computing going on inside a games console or a new pc.
[26:34] Congratulations! You've managed to find this really unique frame buried deep in this 270,000-frame long video, especially during the not-so-interesting pre-colors play!
On the topic of which emulator is most accurate, would it be possible to train these models to use actual hardware either by interpreting the video output or by modifying the console to read out the gamestate in memory
look at it go 🔥🔥🔥
this is so cool!
As someone who always tosses his pasta in a pan to give it extra burn before eating it, I greatly approve of 41:09 !
vaporwave+ is such an awesome color scheme, blue, orange and white
It's like detergent! Which you definitely need after 810 lines of charcoal...
41:43 "Alright! Fourth game cra--" *tops out*
@adrien_1018: Would fixing the score calculation (e.g. by replacing it with a faster routine) fix the crash conditions? AFAIR there's basically some code saying add those points as often as the current level number?
if there's a faster routine that can speed up calculation such that you can have it work as intended again (like levels 0-19), i'd say it's reasonable that those crashes would be fixed
AlexT got to the rebirth in a practice run
he started on level 100 something so it's not from the start
That's different though, that's on a mod that can't crash. This AI is playing with crashes possible. It's unlikely anyone could ever reset the game with crashes active like this AI did. But resetting the game with crashes modded out will be an insane feat when it inevitably happens
I'd like to see bubble gum color in normal pallet tbh
I still think Burnt Spaghetti should've been called S'more, but that's just me.
Edit: And Christmas but Green with Envy should be The Grinch.
Okay, even right at the start, some of those moves are unreal! (0:22)
the confetti glitch with the tetris landing sounds so scary and idk why
Would it be possible if you could make a video showing how everything behind this works, like how this AI was built and how it interacts with the game and everything? Very interested to know indeed!
Does this ROM have anti-drought provisions, like 7Bag? Because my original NES cart definitely droughts me on I-pieces every time. This gameplay feels a lot more relaxed.
Beautiful
Thanks , i rly wanted to see this , if you do a second rebirth screen is nothing different? it just becomes an infinite loop?
It would top out eventually but theoretically possible
it will be almost the same, except the 810-line level will be In a different place.
I watched that clip of Jonas crashing the game. Thank you for the reprieve from CHARCOAL.
I've never heard of this Tetris-solving AI
0:16 - first explanation
9:06 - level bug (30=00, 31=0A, 32=14, etc)
32:07 - colors bug
34:17 - THE CRASH BEGINS
36:55 - Confetti
40:17 - Infinite Confetti
40:46 - Desync
44:26 - Normal Colors Again :)
53:17 - 810 Line Level
1:13:09 - Levels From Hael
1:14:41 - Level 255
1:14:58 - Rebirth Screen
34:17 is not when crash zone begins, it's time for explanation of crash. You seem to have confused it. Also, you put the 100-line desync time, not when the level number becomes yellow.
But, level 155 is the first level that could crash the game. And level 155 is shown at 34:17.
@@starrekt2037 Level 155 is at 35:39. Or you mean something else? Maybe I'm not understanding something, correct me
@@user-ng4sb5nl2o oh, sorry, I correct that soon.
That is so amazing
So, when line count reverts back to 0, doesn't corrupt any part of the ram? I was hoping for some crash that's unavoidable. Great video btw. Thanks for making. Also watching it x4 makes it sound like a music
don't add comma after so when starting sentences
12:43 that was a very interesting move to not go for a tetris
and again at 25:59
Stack health > Tetris
"México according to Hollywood" HAHAHA
This was so entertaining
Lady friend: Hey, you can come crash at my house if you want
This guy: Ok cool. *starts to set up his AI-Tetris Control room*
Lady friend: what are ya doin'?
This guy: I'm gettin' ready to crash, of course!
24 mns in, cheering on tetrises to catch up with single lines
Wow, more than 500 tetrises!
I saw that this ai didn’t have a preference for left or right well, and that it was meant to play on the super kill screen. Are there any videos of it doing so, and does it still play with a left well then?
I would be interested to see what happens if there is a chance of the input not being registered correctly. A human will avoid some strategies because they cannot be sure to execute the inputs with 100% accuracy. If the AI were to have e.g. a 1% chance of the input not registering, how would that affect the strategy of its gameplay? How much more conservatively would it play?
Woaoo esto fue genial !!! Cual sera mas jugable ? Consola o emulador movil x q lo e jugado en movil pero cuando empieza el 20 es otra cosa buen video!
Christ... this pretty much means a true TAS for this game or something would be far longer than we thought....
Possibly even endless
Can someone explain what does mean unique frame? Or timestamp where i can read about that (it there's so)
There’s a 17 minute level in the palette of Charcoal 2, absolutely brutal
It was worse on AlexT's first time making it to the 810 line level on the modified version of the game, he got the 810 line level on the green level, and he wasn't even ready for it cuz he thought the modified version removed the 810 level because he expected it on charcoal and when he didn't get it, he just assumed the level was removed from the game.
The way it manipilates crash from not happening is making impossible moves in last secound preventing crash from happening
What exatly are the situations when Tablebase fails/falls short?
It makes sense to me, that it wouldn't know about the freezing problems. But in what ways is it insufficient under "normal" circumstances?
Also, when the rollover happens, is it a *complete* rollover? Or is it effectively like a new seed? I'm guessing the RNG has a different cycle length than getting through all levels once?
great question damn
Simply put, tablebase is better at clean boards, not so good at messy boards (where its "confidence level" is low), and is unable to play at unseen boards, so it needs an NN as a backup. For more details, check the FAQ section in its repo: github.com/adrien1018/betatetris-tablebase/tree/crash-dodge
The rollover is almost the same as if you start a new game from level 0, except the position of the 810-line level will be different.
@@adrien_1018ah, that makes sense, thanks
33:44 Typo: "Dust" --> "Dusk"
Edit: Same thing with 48:15
that's pretty cool!
Cool abbreviation:
βT
One thing I'm curious about is how much you can nerf the AI by and still have it rebirth consistently. 20Hz and 400ms reaction time? 15Hz and 500ms reaction time?
So this is what a Crash-Conditioned rebirth run looks like…
Artificially intelligent or not, the full run is just monotonous for humanity’s zenith.
But if you somehow make it to the end, a rewarding experience beyond heaven’s belief awaits!
Imagine...62.9% of all lines completed were done via a Tetris. Despite the handicap of having to avoid crashes by doing singles.
see you all in 5 years when a person does this for the first time
*5 months
@@tokenofdevotionwe arent even close yet lol
Have you let it play the rebirth screen to see what else weird the tame will do?
a computer computing
❤love it
The tool should be updated so that Level 193 and 225 (displayed) color scene won’t be named same.
very neat!
what was that on 1:09:26? it looks like the screen glitched