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DeepMind sets AlphaGo's sights on SCII - Page 4

Forum Index > SC2 General
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Elentos
Profile Blog Joined February 2015
55581 Posts
March 28 2016 10:33 GMT
#61
On March 28 2016 19:20 lichter wrote:
Show nested quote +
On March 28 2016 19:19 Elentos wrote:
On March 28 2016 18:59 Mendelfist wrote:
On March 28 2016 18:42 Theosiel wrote:
Food for thoughts: given the "right" replays, it's entirely possible that "AlphaStar" might try to make the opponent leave by BMing in chat. The BM to end all BM, now wouldn't that be a funny sight?

Indeed. Alphago played moves that no human would play, moves that shocked the Go community and made them question their knowledge of the game. What kind of BM would a super-AI come up with? Be afraid.

All this would lead to is a squad of KeSPA referees running in and disqualifying the AI.


if he actually watches too many replays and learns to type more than glhf and gg then he definitely will get DQ'd by kespa

If nothing else, this would be hilarious.
Every 60 seconds in Africa, a minute passes.
Mendelfist
Profile Joined September 2010
Sweden356 Posts
March 28 2016 10:34 GMT
#62
On March 28 2016 19:19 Elentos wrote:
Show nested quote +
On March 28 2016 18:59 Mendelfist wrote:
On March 28 2016 18:42 Theosiel wrote:
Food for thoughts: given the "right" replays, it's entirely possible that "AlphaStar" might try to make the opponent leave by BMing in chat. The BM to end all BM, now wouldn't that be a funny sight?

Indeed. Alphago played moves that no human would play, moves that shocked the Go community and made them question their knowledge of the game. What kind of BM would a super-AI come up with? Be afraid.

All this would lead to is a squad of KeSPA referees running in and disqualifying the AI.

It would foresee this move of course, so it would start by BM-ing the referees out of the building.
sharkie
Profile Blog Joined April 2012
Austria18667 Posts
March 28 2016 10:35 GMT
#63
On March 28 2016 19:32 Mendelfist wrote:
Show nested quote +
On March 28 2016 19:15 MockHamill wrote:
Starcraft is so much more complex than Go it is absurd. Basically the amount of permutations in the first 3 minutes of Starcraft is larger then any match of Go.

As someone who has played chess (no rank), Go (10 kyu) and Starcraft (platinum) at low amateur level I say you are wrong. At the strategic level Go is enormously more complex and deep than both chess and Starcraft. There is absolutely no comparison. Go completely dwarfs any game that I have come in contact with. Measuring complexity in "number of permutations" is not meaningful. How many permutations are there in a game of billiard? Do you think it would be hard for a computer?


you should ignore people like them, they actually believe starcraft is the most complex game ever
dust7
Profile Joined March 2010
199 Posts
March 28 2016 10:43 GMT
#64
On March 28 2016 14:22 ThunderBum wrote:
I would like to see the ai learn without any APM restraints to see what kind of micro it learns is the best. Will it learn when it's best to stand and fight for a trade and when it's best to run away?

I think limiting the APM puts a limitation on the ai that it shouldn't have. The question shouldn't be whether or not a human can beat a handicapped ai, it should be wether ai can leverage all of it's advantages to beat humans just as how humans will leverage their advantages to beat the ai.

But it is obvious that no human could beat an AI with even subpar decisionmaking and some logic to handle abusive corner-cases if it had perfect micro, macro and map awareness, microing every single marine at ten places at once. That's not interesting. It is about as boring as installing a wall behind a tennis net and let it compete against a human player. We already know who wins, and why.

The interesting part is the question whether humans can construct an AI that OUTPLAYS a human player due to better decisionmaking when it has roughly the same limitations as a human player (i.e. not being able to see every screen at once, apm cap, etc.).

It is not about being fair or unfair, it is about creating interesting scenarios that actually test the wit of the AI. Testing whether a computer can have inhuman micro and macro is pointless, we know the answer.
Dumbledore
Profile Joined April 2011
Sweden725 Posts
March 28 2016 11:02 GMT
#65
On March 28 2016 17:09 spinesheath wrote:
Show nested quote +
On March 28 2016 15:07 BronzeKnee wrote:
I can't see the human ever losing in my lifetime with that constraint, the human mind would be too fast, too perfect, too powerful.

China already has a supercomputer that has about the same computing power as the estimated computing power of the human brain. In about 10-20 years this computing power will cost like a couple thousand dollars (this is just based on a continuation of moore's law, which has held true for a very long time).

Show nested quote +
On March 28 2016 17:04 mierin wrote:
Isn't that the real issue here, though? Human brains are powerful BECAUSE they can think quickly, but the fact that we can think quickly means we're okay with being wrong if we come to a decision fast enough. The computer is on a totally different spectrum...it takes a long time to come to a conclusion, but in its mind it's always the move that has the highest probability of winning. The whole clash of fundamental ideals there is what makes watching AI vs. humans so interesting to me...really a 2nd race, if we could make the comparison.

You can easily code an AI to take say 1 second to come up with a bunch of potential moves and then pick the one that looks the most promising so far. By no means does it have to evaluate all possiblities or any such nonsense. Obviously you can tinker with that decision making process any way you want; there could be thousands of decisions for different aspects of the game being evaluated in parallel.

Also humans don't think quickly when compared to computers. Brain cells operate at a much lower frequency as a modern cpu and signal transmission between cells is much slower than on a cpu.


Moore's law is not holding true anymore.
Have a nice day ;)
_fool
Profile Joined February 2011
Netherlands682 Posts
March 28 2016 11:06 GMT
#66
On March 28 2016 19:32 Mendelfist wrote:
Show nested quote +
On March 28 2016 19:15 MockHamill wrote:
Starcraft is so much more complex than Go it is absurd. Basically the amount of permutations in the first 3 minutes of Starcraft is larger then any match of Go.

As someone who has played chess (no rank), Go (10 kyu) and Starcraft (platinum) at low amateur level I say you are wrong. At the strategic level Go is enormously more complex and deep than both chess and Starcraft. There is absolutely no comparison. Go completely dwarfs any game that I have come in contact with. Measuring complexity in "number of permutations" is not meaningful. How many permutations are there in a game of billiard? Do you think it would be hard for a computer?


Well put! Wanted to respond myself, but you said it better than I could've
"News is to the mind what sugar is to the body"
Mikau
Profile Blog Joined October 2010
Netherlands1446 Posts
March 28 2016 11:07 GMT
#67
On March 28 2016 14:35 lpunatic wrote:
Show nested quote +
On March 28 2016 14:30 ZigguratOfUr wrote:
On March 28 2016 14:22 ThunderBum wrote:
I would like to see the ai learn without any APM restraints to see what kind of micro it learns is the best. Will it learn when it's best to stand and fight for a trade and when it's best to run away?

I think limiting the APM puts a limitation on the ai that it shouldn't have. The question shouldn't be whether or not a human can beat a handicapped ai, it should be wether ai can leverage all of it's advantages to beat humans just as how humans will leverage their advantages to beat the ai.


Except with no APM limitations you don't really need any strategy or intelligence to beat humans. Just program it with a few rushes that will almost always succeed due to perfect micro.



BW AIs with no APM limits still can't beat decent humans, despite super muta micro and whatnot.

That's the inbuilt BW AI, which uses a tiny fraction of the processing power AlphaGo/Star uses. You can't even remotely compare the two.
LetaBot
Profile Blog Joined June 2014
Netherlands557 Posts
March 28 2016 11:08 GMT
#68
I wonder if Blizzard is going to allow other people to develop bots for StarCraft 2 as well. If I were to create one right now it would get banned from battle.net
If you cannot win with 100 apm, win with 100 cpm.
spinesheath
Profile Blog Joined June 2009
Germany8679 Posts
Last Edited: 2016-03-28 11:18:24
March 28 2016 11:16 GMT
#69
On March 28 2016 20:02 Dumbledore wrote:
Show nested quote +
On March 28 2016 17:09 spinesheath wrote:
On March 28 2016 15:07 BronzeKnee wrote:
I can't see the human ever losing in my lifetime with that constraint, the human mind would be too fast, too perfect, too powerful.

China already has a supercomputer that has about the same computing power as the estimated computing power of the human brain. In about 10-20 years this computing power will cost like a couple thousand dollars (this is just based on a continuation of moore's law, which has held true for a very long time).

On March 28 2016 17:04 mierin wrote:
Isn't that the real issue here, though? Human brains are powerful BECAUSE they can think quickly, but the fact that we can think quickly means we're okay with being wrong if we come to a decision fast enough. The computer is on a totally different spectrum...it takes a long time to come to a conclusion, but in its mind it's always the move that has the highest probability of winning. The whole clash of fundamental ideals there is what makes watching AI vs. humans so interesting to me...really a 2nd race, if we could make the comparison.

You can easily code an AI to take say 1 second to come up with a bunch of potential moves and then pick the one that looks the most promising so far. By no means does it have to evaluate all possiblities or any such nonsense. Obviously you can tinker with that decision making process any way you want; there could be thousands of decisions for different aspects of the game being evaluated in parallel.

Also humans don't think quickly when compared to computers. Brain cells operate at a much lower frequency as a modern cpu and signal transmission between cells is much slower than on a cpu.


Moore's law is not holding true anymore.

It's still close enough to true; computing power still grows exponentially. And in any case companies like Google will have easy access to human brain level computing power within 10-20 years.

On March 28 2016 20:07 Mikau wrote:
Show nested quote +
On March 28 2016 14:35 lpunatic wrote:
On March 28 2016 14:30 ZigguratOfUr wrote:
On March 28 2016 14:22 ThunderBum wrote:
I would like to see the ai learn without any APM restraints to see what kind of micro it learns is the best. Will it learn when it's best to stand and fight for a trade and when it's best to run away?

I think limiting the APM puts a limitation on the ai that it shouldn't have. The question shouldn't be whether or not a human can beat a handicapped ai, it should be wether ai can leverage all of it's advantages to beat humans just as how humans will leverage their advantages to beat the ai.


Except with no APM limitations you don't really need any strategy or intelligence to beat humans. Just program it with a few rushes that will almost always succeed due to perfect micro.



BW AIs with no APM limits still can't beat decent humans, despite super muta micro and whatnot.

That's the inbuilt BW AI, which uses a tiny fraction of the processing power AlphaGo/Star uses. You can't even remotely compare the two.

He's talking about third party AIs. Those are much more elaborate than the simple built in AIs.
If you have a good reason to disagree with the above, please tell me. Thank you.
royalroadweed
Profile Joined April 2013
United States8301 Posts
March 28 2016 11:39 GMT
#70
I think this will be pointless if they don't cap the AI's APM. A huge part of the decision making in sc2 is deciding where to best spend your apm.
"Nerfing Toss can just make them stronger"
Mikau
Profile Blog Joined October 2010
Netherlands1446 Posts
March 28 2016 11:45 GMT
#71
On March 28 2016 20:16 spinesheath wrote:
Show nested quote +
On March 28 2016 20:02 Dumbledore wrote:
On March 28 2016 17:09 spinesheath wrote:
On March 28 2016 15:07 BronzeKnee wrote:
I can't see the human ever losing in my lifetime with that constraint, the human mind would be too fast, too perfect, too powerful.

China already has a supercomputer that has about the same computing power as the estimated computing power of the human brain. In about 10-20 years this computing power will cost like a couple thousand dollars (this is just based on a continuation of moore's law, which has held true for a very long time).

On March 28 2016 17:04 mierin wrote:
Isn't that the real issue here, though? Human brains are powerful BECAUSE they can think quickly, but the fact that we can think quickly means we're okay with being wrong if we come to a decision fast enough. The computer is on a totally different spectrum...it takes a long time to come to a conclusion, but in its mind it's always the move that has the highest probability of winning. The whole clash of fundamental ideals there is what makes watching AI vs. humans so interesting to me...really a 2nd race, if we could make the comparison.

You can easily code an AI to take say 1 second to come up with a bunch of potential moves and then pick the one that looks the most promising so far. By no means does it have to evaluate all possiblities or any such nonsense. Obviously you can tinker with that decision making process any way you want; there could be thousands of decisions for different aspects of the game being evaluated in parallel.

Also humans don't think quickly when compared to computers. Brain cells operate at a much lower frequency as a modern cpu and signal transmission between cells is much slower than on a cpu.


Moore's law is not holding true anymore.

It's still close enough to true; computing power still grows exponentially. And in any case companies like Google will have easy access to human brain level computing power within 10-20 years.

Show nested quote +
On March 28 2016 20:07 Mikau wrote:
On March 28 2016 14:35 lpunatic wrote:
On March 28 2016 14:30 ZigguratOfUr wrote:
On March 28 2016 14:22 ThunderBum wrote:
I would like to see the ai learn without any APM restraints to see what kind of micro it learns is the best. Will it learn when it's best to stand and fight for a trade and when it's best to run away?

I think limiting the APM puts a limitation on the ai that it shouldn't have. The question shouldn't be whether or not a human can beat a handicapped ai, it should be wether ai can leverage all of it's advantages to beat humans just as how humans will leverage their advantages to beat the ai.


Except with no APM limitations you don't really need any strategy or intelligence to beat humans. Just program it with a few rushes that will almost always succeed due to perfect micro.



BW AIs with no APM limits still can't beat decent humans, despite super muta micro and whatnot.

That's the inbuilt BW AI, which uses a tiny fraction of the processing power AlphaGo/Star uses. You can't even remotely compare the two.

He's talking about third party AIs. Those are much more elaborate than the simple built in AIs.

Yet they still don't run on20 CPUs like AlphaGo did. You really can't compare them.
Poopi
Profile Blog Joined November 2010
France12946 Posts
March 28 2016 11:48 GMT
#72
I still don't see the point. SC2 is a game designed for human vs human battles where mechanics play the largest role since everyone does roughly the same shit, how can you decide if you limit the APM in a fair way, or the interface? (camera hotkey and stuff)
WriterMaru
InfCereal
Profile Joined December 2011
Canada1759 Posts
March 28 2016 12:24 GMT
#73
Would the AI even have unbelievable APM?

Wasn't it taking alphago minutes to decide moves in go?

If Starcraft is even a fraction as complex as go, wouldn't its apm actually be quite slow because it's trying to figure out how to win every game?
Cereal
dust7
Profile Joined March 2010
199 Posts
Last Edited: 2016-03-28 12:32:00
March 28 2016 12:30 GMT
#74
On March 28 2016 21:24 InfCereal wrote:
Would the AI even have unbelievable APM?

Wasn't it taking alphago minutes to decide moves in go?

If Starcraft is even a fraction as complex as go, wouldn't its apm actually be quite slow because it's trying to figure out how to win every game?

I think the point is that there's not much decision making going on when executing close to perfect micro - think Automaton 2000 Marines vs Banelings or Tank pickup micro. This micro can be pretty much hardcoded and the AI would be instructed to execute it whenever possible if it had unlimited APM.

Perfect micro for any given situation due to making actual decisions would be computationally expensive, but inhuman, extremely good general micro algorithms would be good enough.
DuckloadBlackra
Profile Joined July 2011
225 Posts
Last Edited: 2016-03-28 13:33:13
March 28 2016 13:32 GMT
#75
LOL at some of the people in here acting like experts when they don't have a clue about the things they are stating as if its fact.
kingjames01
Profile Blog Joined April 2009
Canada1603 Posts
March 28 2016 13:39 GMT
#76
On March 28 2016 17:49 DinosaurPoop wrote:
Why do we need an apm limit you guys seriously overestimate the power of perfect micro.


Have you ever watched a video of a StarCraft II Micro bot? I think you are seriously underestimating the power of perfect micro.




Who would sup with the mighty, must walk the path of daggers.
kingjames01
Profile Blog Joined April 2009
Canada1603 Posts
March 28 2016 13:44 GMT
#77
On March 28 2016 19:15 MockHamill wrote:
If the cap the APM to that of a pro player I do not think DeepMind has a chance.

Starcraft is so much more complex than Go it is absurd. Basically the amount of permutations in the first 3 minutes of Starcraft is larger then any match of Go.


What are you even saying here? How many permutations do you think there are in the first 3 minutes of StarCraft? Are you including the co-ordinates of each of your units in this count? Be realistic. Sort board states into discrete groups and do another count.

Do you have ANY idea how many possible board states there are in a single match of Go?

Possible board states in Chess: 10^120
Possible board states in Go: 10^761


Who would sup with the mighty, must walk the path of daggers.
kingjames01
Profile Blog Joined April 2009
Canada1603 Posts
March 28 2016 13:45 GMT
#78
On March 28 2016 20:45 Mikau wrote:
Yet they still don't run on20 CPUs like AlphaGo did. You really can't compare them.


AlphaGo used 1920 CPUs and 280 GPUs against Lee Sedol.
Who would sup with the mighty, must walk the path of daggers.
DinoMight
Profile Blog Joined June 2012
United States3725 Posts
March 28 2016 13:51 GMT
#79
If they do this they will probably limit the APM of the machine to something like what the top Korean pros can do (maybe use Innovation as a guide?).

When the machine played Jeopardy they made it think and gave it a human reaction time to hitting the buzzer, otherwise it would have just destroyed everyone by buzzing immediately on every question and then thinking of the answer in the next second or two.
"Wtf I come back and find myself in camp DinoMight all of a sudden, feels weird man." -Wombat_NI
SharpFlex
Profile Joined June 2011
Germany23 Posts
March 28 2016 13:55 GMT
#80
prize for winning WCS : play against AlphaStar2
you heard it here first
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