I'm more impressed about the fact that they got the USB stick in the right way on the first attempt.

Game was unfair. Bot did not have a noob screaming in his ear, distracting him.

The International 2027 Grand Final Team Intel vs Team Google

AI vs AI could be interesting to watch tho

Before Open AI was cool, I still remember my jaw dropping 10 times when I watched this live in 2017

The thing I actually find interesting is that the bot uses a recognisable mid laning strategy, and not some off the wall method - which shows that the human strategy (aggressive trading of damage, leveling the opponent on razes etc) exemplified by pros like Dendi is the strongest strategy. It just does everything a bit more efficiently, and all the small savings add up to a scary amount. I'd love to see more heroes played by the bot because I am sure that the more unusual mid heroes would let it find some new strategies for human players.

...Is nobody going to acknowledge the fact that they put a robe on a computer for no reason other than for thematics?

Whats next Elon musk you will teach the AI to play Kerbal space prog.... ohh wait

Even when they say that the bot has the same APM (Actions per minute) than a average player, i think the AI is way quicker than any human in terms of reaction time, that gives a huge advantage. i.e: you see the raze animation, you move and evade the shot, it takes for example 300ms to execute the whole action to a normal player when the AI sees the raze animation it takes a very little time to react in order to evade, so the whole action is like in 100ms? if not lower. I think the AI could be balanced applying a random weighted delay per action, so it could "simulate" better a normal player reaction time rather than decisions. It obvious that everyone is going to lose if you are playing agains a AI that solves multiples scenarios at a time and takes a decision in 1/3 the time that takes you, without luck, its imposible a first hand, so the only way to "simulate" a player its to replicate their slowness in reaction time too.

don't forget that this AI is an overspecialized algorythm that can only play with this character against itself. If you change any configuration in the match you have to train it again. that's why loosing against it does not deprive him to any merite, in the same way a sprinter doesn't compete against a car. It is still a very tough improvement.

beautifully and excitement filled presentation.

How to download this OpenAI Bot :)

Amazing where technology has come, a machine learned all the possible knowledge and strategy of DotA that humans have accumulated for over 15 years in just weeks.

it's unbelievable, thank you openAI, you motivate me to do ML. Maybe someday I would join your team

Behold the new masters. Use your power for good, gentlemen- but watch your back. This kind of thing gets powerful people nervous.

It'll be interesting to see what it makes in terms of theory-crafting and strategy and also when it plays with human limitations.

Any footage of open ai learning dota 2 over various stages?

Dendi states at the end that maybe if he had some more time to understand how the AI plays then he'd get better. This is the beauty of true AI, it continues to learn with each game. It doesn't stay static like bots of the past. People are conditioned to think that machine learning is just using predefined algorithms like they're so used to when playing games or other things. This is a completely different beast, albeit still a specialized thing.

Wonder when the improvement graph flattens. How good it will be in 1 year of training.

1:21 Not the only element of it, but I just love the showmanship here. It's a bit surreal, since I never really touched the e-sports scene at all until recently.

Yup ! Delay of human neutron it about 50ms but some special person it can be 30ms but BOT he have a react immediately about 1-10ms maybe :D

Hi Jakub Pachocki, the guy behind is Jakub Pachocki commonly known as meret (or merettm), one of the finest competitive coders in the world.

Coldfusion brought me here. I'm glad that I watch his channel.

What kind of headphone dendi was using?

Great work guys go go gadget generative adversarial models!

I love this project and I myself is a dota player too

Computers are taking pro gamers jobs!

17:09 : Asks for 'audio wizards' to fix his sound, has ear piece dangling out

Now I can't wait for next year's 5v5

а сейчас он мне помогает лабораторки делать в унике. Красавчик, чё сказать

whats the title of music during dendi's intro pls can someone tell me ?????

Where can we find the other Dota2 games OpenAI played?

How is this different from playing against the computer on All Pro on Madden?

Do the bots play on normal game speed when they're training? Or can they play at super speeds to they can learn faster? Or are they able to play many games in parallel? Or are they forced to only play normal game in sequence?

I am happy to get it.

Please release this!

What's with the Affirmative Action?

7:30 Just to save you the time.

It's unsettling but also interesting.

What ID of this match I want to watch the replay

Don't play DOTA have no idea whats going on but thats cool.

They are using evolutionary theory to make the computers AI affectively evolving to pro level. All they need to do is run more generations of testing and they could do this for teams. It's an incredible concept.

What are those headset that dendi use? *Sorry for bad english*

anyone know the song they used for dendi's entrance?

RISE OF THE MACHINES.

4:43 "my name is shin lim" Whats he doing here?

Commenting for the historians who will dig this video up after the nuclear meltdown, hello future humans!

if it doesn't have to use a virtual vision system to view a captured screen how is it a real AI ? if it has numeric information from the software for the opponent is has a huge advantage.

7:17 That guy is like no then say "there is always a chance". lol

At the end of this ride it wouldn't be just ai vs ai but also all that is watching is ai

when is the AI from open AI going to play other games? cause i think i heardthat it was going to play lots of games like gta v and things like that. And im really interested to see what it would do in GTA V, i just dont know when?

OpenAI successfully tested against 3k mmr player

This project would be 1000x interesting if the bot had a small area of visual focus it could pay attention to at any given time (like a human) as well as an average human reaction time. Then the bot could reveal new strategies about the game on the human level. As it is it can only show strategies for super humans. Still I would like to see 5v5 bot matches for the macro strategies they might come up with.

Is That Yaphet`s Playing Open AI ?

how do i play against it?

the show starts at 7:30!!!

Is that Day[9]?

What's in the box? Is it a self contained system? What's with the USB stick?

Most epic USB plugging! I wont do it any other way from now on!

what song is he coming out to? never heard it before.

The creep block is real... holy shit.

Impressive, yet at the same time kinda scary.

do you have know when i can try to play with this bot? gj for the bot seriously gj can't wait to see the 5v5 ^_^

The AI doesn't talk and is not distracted.

In the near future we will have Bot A vs Bot B.

OpenAI could become the ultimate trainer in human tasks. Humans used to optimize computers so maybe OpenAI could optimize human education.

I first heard that Open AI defeated a Go human master, and now a Dota master? Wow

@OpenAI Pls upload other PRO Player's replays with AI... :)

I find it kinda reassuring that it takes it way more time to go from beating basic bots to beating pros than to go from nothing to beating basic bots. That show how good pro players are compared to casual players. Instinctively I would have thought that learning basic stuff would take a lot of time but apparently not that much!

Dendi lost on reaction time, no way a human can react faster than a computer. Aimbots proved it more than a decade ago in Counterstrike.

If Chessmaster's "The King" Engine is capable of beating human Grand Master Larry Christiansen in a 4 game match in 2002, then this should come as no surprise. Though it would be interesting to see how Open AI matches up against the Grand Masters of Chess as well as "The King"

Great

that Last hits/denies differential 😮😮

Cmon Miracle we know your hiding in that box

By the time OpenAI got the 5v5 bot working they will sell or have them to subscribe it on those teams that wanted to learn using OpenAI's bots, i mean look how crisp the bots judgement are. I think the greatest thing that any bot that can do that we people don't have is that they don't hesitate, judgement's are based on previous simulation that AI encountered and literally it's all well calculated (insert calculated meme).

Where is miracle midone no one?

song name pls

BORN, INTO A PACK

When will they make AI in a simulation of life with emotions?

Day9 saying "Thank you Machine" at the end :| I think Machine is an AI, too, to see if they can replace the entire talent pool with bots next year. So far it's doing quite well, but still no Redeye level.

the boxing entrance is hilarious... i mean wtf...

TI8 winner team OpenAI Bot

Umh, how does he not hear Dendi, he's standing right next to him?

What rap song is that ?

The sarcasm in that closing comment!

Does this bot use mouse cursor? Or the buttons in the game are already mapped in? Just curious.

Да, это жеска!

Pls say music!!!!

How can I try this Bot? I can't win against that thing but I wanna try that out.

S K Y N E T

what would happen if this bot joined a random match, does it know how to play as a team, can it carry its team?

Let's see this with bottle/runes allowed

How long before one USB (AI) goes 5 v 5 ????? :)))

those two black guys behind him looked so fucking unimpressed LMAO

Maybe, blademail and hood might be the potential item to beat this bot, but farming that would be a problem

Wtf was that intro about?

Wouldn't be TI without Dendi.

People say that now that AI has beaten humans in Chess and Go, it will be a lot more difficult in games like DOTA with free movement. How is it then that already the AI is beating humans in this game? Is DOTA really more complex? Or are the players really as good as in Go/Chess?

Wait what? Day9 still excist?

I would love to see stochastic gradient descent used to optimize processing time for determinining 'risk vs reward' for OpenAI's positioning decisions in 5v5! I think it would allow OpenAI to show intent through its pre-teamfight posturing, while mathematically honing the decision-making process into a train of thought that requires minimal processing time in order to identify optimal strategies in a fluctuating environ! Peak Heroes of the Storm ladder rank: #23 NA Academic Analysis of Stochastic Gradient Descent as Approximate Bayesian Inference: arxiv.org/abs/1704.04289?.com&