• Log InLog In
  • Register
Liquid`
Team Liquid Liquipedia
EDT 11:28
CEST 17:28
KST 00:28
  • Home
  • Forum
  • Calendar
  • Streams
  • Liquipedia
  • Features
  • Store
  • EPT
  • TL+
  • StarCraft 2
  • Brood War
  • Smash
  • Heroes
  • Counter-Strike
  • Overwatch
  • Liquibet
  • Fantasy StarCraft
  • TLPD
  • StarCraft 2
  • Brood War
  • Blogs
Forum Sidebar
Events/Features
News
Featured News
Code S Season 1 - RO12 Group A: Rogue, Percival, Solar, Zoun11[ASL21] Ro8 Preview Pt1: Inheritors16[ASL21] Ro16 Preview Pt2: All Star10Team Liquid Map Contest #22 - The Finalists22[ASL21] Ro16 Preview Pt1: Fresh Flow9
Community News
2026 GSL Season 1 Qualifiers25Maestros of the Game 2 announced92026 GSL Tour plans announced15Weekly Cups (April 6-12): herO doubles, "Villains" prevail1MaNa leaves Team Liquid25
StarCraft 2
General
Team Liquid Map Contest #22 - The Finalists Code S Season 1 - RO12 Group A: Rogue, Percival, Solar, Zoun Blizzard Classic Cup @ BlizzCon 2026 - $100k prize pool MaNa leaves Team Liquid Maestros of the Game 2 announced
Tourneys
GSL Code S Season 1 (2026) SC2 INu's Battles#15 <BO.9 2Matches> WardiTV Spring Cup RSL Revival: Season 5 - Qualifiers and Main Event SEL Masters #6 - Solar vs Classic (SC: Evo)
Strategy
Custom Maps
[D]RTS in all its shapes and glory <3 [A] Nemrods 1/4 players [M] (2) Frigid Storage
External Content
The PondCast: SC2 News & Results Mutation # 523 Firewall Mutation # 522 Flip My Base Mutation # 521 Memorable Boss
Brood War
General
Data needed Pros React To: Leta vs Tulbo (ASL S21, Ro.8) ASL21 General Discussion [TOOL] Starcraft Chat Translator JaeDong's ASL S21 Ro16 Post-Review
Tourneys
Escore Tournament StarCraft Season 2 [Megathread] Daily Proleagues [ASL21] Ro8 Day 2 [ASL21] Ro8 Day 1
Strategy
Fighting Spirit mining rates Simple Questions, Simple Answers What's the deal with APM & what's its true value Any training maps people recommend?
Other Games
General Games
Daigo vs Menard Best of 10 Stormgate/Frost Giant Megathread Nintendo Switch Thread Dawn of War IV Diablo IV
Dota 2
The Story of Wings Gaming
League of Legends
G2 just beat GenG in First stand
Heroes of the Storm
Simple Questions, Simple Answers Heroes of the Storm 2.0
Hearthstone
Deck construction bug Heroes of StarCraft mini-set
TL Mafia
Vanilla Mini Mafia Mafia Game Mode Feedback/Ideas TL Mafia Community Thread Five o'clock TL Mafia
Community
General
US Politics Mega-thread European Politico-economics QA Mega-thread Russo-Ukrainian War Thread 3D technology/software discussion Canadian Politics Mega-thread
Fan Clubs
The IdrA Fan Club
Media & Entertainment
[Manga] One Piece Anime Discussion Thread [Req][Books] Good Fantasy/SciFi books Movie Discussion!
Sports
2024 - 2026 Football Thread McBoner: A hockey love story Formula 1 Discussion
World Cup 2022
Tech Support
streaming software Strange computer issues (software) [G] How to Block Livestream Ads
TL Community
The Automated Ban List
Blogs
Sexual Health Of Gamers
TrAiDoS
lurker extra damage testi…
StaticNine
Broowar part 2
qwaykee
Funny Nicknames
LUCKY_NOOB
Iranian anarchists: organize…
XenOsky
Customize Sidebar...

Website Feedback

Closed Threads



Active: 2132 users

Updates on alphastar / deepmind?

Forum Index > SC2 General
Post a Reply
MarlieChurphy
Profile Blog Joined January 2013
United States2065 Posts
October 11 2021 20:38 GMT
#1
Seems like there hasnt been anything since 2019. Has there been any improvements or updates? Have any korean pros done showmatches?
RIP SPOR 11/24/11 NEVAR FORGET
ilax300
Profile Joined January 2021
15 Posts
October 11 2021 21:21 GMT
#2
Oh that project ended a long time ago, the purpose never was to make the perfect AI that would conquer the world. It was more to gather data and help write a paper about it all. It would also be too expensive to continue at as it would have to learn to play on a new set of maps each time. Shame they never did some proper showmatches though, all in all I felt the whole thing was underwhelming and even with a APM cap, perfect control was nearly all alphastar relied on to secure wins.
jy_9876543210
Profile Joined March 2016
265 Posts
October 11 2021 22:38 GMT
#3
On October 12 2021 06:21 ilax300 wrote:
even with a APM cap

APM cap? you mean the 2000 APM cap?
Phase 1: F2    Phase 2: A   Phase 3: Profit!
Chris_Havoc
Profile Joined August 2016
United States600 Posts
October 12 2021 01:42 GMT
#4
The AlphaStar SC2 project was completed at the end of 2019 and was re-purposed to work on protein folding and the project was subsquently re-named AlphaFold.

You can read about DeepMind/AlphaFold's work here: https://arstechnica.com/science/2020/11/deepmind-ai-handles-protein-folding-which-humbled-previous-software/
Owner of the SC2 Esports Anthology channel on YouTube: https://www.youtube.com/c/SC2EsportsAnthology
Husyelt
Profile Blog Joined May 2020
United States837 Posts
October 12 2021 02:52 GMT
#5
AlphaStar's team got embarrassed by losing their first actual live match in a PvP against John MaNa Connor. The team quickly closed shop and declared that they "Beat StarCraft" 10-0 in matches. Once they actually limited the AI to the actual screen's vision, (aka as playing the actual game,) it was figured out in a single match. No B07 against Maru or Serral. No ladder version.
You're getting cynical and that won't do I'd throw the rose tint back on the exploded view
Slydie
Profile Joined August 2013
1935 Posts
October 12 2021 07:20 GMT
#6
On October 12 2021 11:52 Husyelt wrote:
AlphaStar's team got embarrassed by losing their first actual live match in a PvP against John MaNa Connor. The team quickly closed shop and declared that they "Beat StarCraft" 10-0 in matches. Once they actually limited the AI to the actual screen's vision, (aka as playing the actual game,) it was figured out in a single match. No B07 against Maru or Serral. No ladder version.


Was that really the reason? Afaik, they stated they successfully reached GM level and went toe to toe with top pros with all 3 races, which is how far as they got with the resources and timeframe. I believe they could have gotten to an undisputed super-human level as well, but hey, beating the game was never the main goal.
Buff the siegetank
Ciaus_Dronu
Profile Joined June 2017
South Africa1848 Posts
October 12 2021 08:13 GMT
#7
On October 12 2021 06:21 ilax300 wrote:
Oh that project ended a long time ago, the purpose never was to make the perfect AI that would conquer the world. It was more to gather data and help write a paper about it all. It would also be too expensive to continue at as it would have to learn to play on a new set of maps each time. Shame they never did some proper showmatches though, all in all I felt the whole thing was underwhelming and even with a APM cap, perfect control was nearly all alphastar relied on to secure wins.


Eh, I don't really agree with this. It was really good at judging what fights to take, and seemed to have a reasonable sense of the map and where stuff was too.

I mean the one Zerg one won a masters level ladder game against a cannon immortal proxy rush by double-expanding and just out-econing the opponent in what was honestly one of the coolest holds of that build I've seen - even if the execution was a little eh.
Watching its ladder games where it has to face weird and aggressive early nonsense was much more impressive than the showmatches. It actually sort of knew what do in a lot of those spots.
NinjaNight
Profile Joined January 2018
428 Posts
October 12 2021 17:00 GMT
#8
On October 12 2021 17:13 Ciaus_Dronu wrote:
Show nested quote +
On October 12 2021 06:21 ilax300 wrote:
Oh that project ended a long time ago, the purpose never was to make the perfect AI that would conquer the world. It was more to gather data and help write a paper about it all. It would also be too expensive to continue at as it would have to learn to play on a new set of maps each time. Shame they never did some proper showmatches though, all in all I felt the whole thing was underwhelming and even with a APM cap, perfect control was nearly all alphastar relied on to secure wins.


Eh, I don't really agree with this. It was really good at judging what fights to take, and seemed to have a reasonable sense of the map and where stuff was too.

I mean the one Zerg one won a masters level ladder game against a cannon immortal proxy rush by double-expanding and just out-econing the opponent in what was honestly one of the coolest holds of that build I've seen - even if the execution was a little eh.
Watching its ladder games where it has to face weird and aggressive early nonsense was much more impressive than the showmatches. It actually sort of knew what do in a lot of those spots.


They were very limited in strategy, like the Zerg one every single game I watched over and over would always do some kind of roach queen ravager early timing attack. Terran one vs zerg would overwhelm you with constant marine tank pushes and some marine drop harass at main base
meadbert
Profile Blog Joined October 2010
United States681 Posts
October 12 2021 17:29 GMT
#9
AlphaStar did beat Serral in PVZ (which is AlphaStar's best matchup)

Also, AlphaStar was WAY ahead of the metagame. AlphaStar went Disruptors in PvZ which at that time was considered crazy.

Also in ZvP AlphaStar did a lot of Roach/Ravager Queen walks years before it was popular.

AlphaStar's 2 Adept into Oracle open against Zerg was deemed so good, that they responded by nerfing Adept built time by a few seconds.

Husyelt
Profile Blog Joined May 2020
United States837 Posts
October 12 2021 22:33 GMT
#10
On October 13 2021 02:29 meadbert wrote:
AlphaStar did beat Serral in PVZ (which is AlphaStar's best matchup)

Also, AlphaStar was WAY ahead of the metagame. AlphaStar went Disruptors in PvZ which at that time was considered crazy.

Also in ZvP AlphaStar did a lot of Roach/Ravager Queen walks years before it was popular.

AlphaStar's 2 Adept into Oracle open against Zerg was deemed so good, that they responded by nerfing Adept built time by a few seconds.


Serral tried to beat Alphastar by just macroing and playing standards. The fifth or six time he ended up winning. Once you beat a bot or find it’s weaknesses it’s game over. There’s no actual adaption at a certain point.

The truth is that the team realized they had hit an AI wall and weren’t making any progress. They learned a lot, but the “close up shop and move on” was shady to say the least.
You're getting cynical and that won't do I'd throw the rose tint back on the exploded view
-NegativeZero-
Profile Joined August 2011
United States2142 Posts
October 13 2021 03:28 GMT
#11
On October 13 2021 02:00 NinjaNight wrote:
Show nested quote +
On October 12 2021 17:13 Ciaus_Dronu wrote:
On October 12 2021 06:21 ilax300 wrote:
Oh that project ended a long time ago, the purpose never was to make the perfect AI that would conquer the world. It was more to gather data and help write a paper about it all. It would also be too expensive to continue at as it would have to learn to play on a new set of maps each time. Shame they never did some proper showmatches though, all in all I felt the whole thing was underwhelming and even with a APM cap, perfect control was nearly all alphastar relied on to secure wins.


Eh, I don't really agree with this. It was really good at judging what fights to take, and seemed to have a reasonable sense of the map and where stuff was too.

I mean the one Zerg one won a masters level ladder game against a cannon immortal proxy rush by double-expanding and just out-econing the opponent in what was honestly one of the coolest holds of that build I've seen - even if the execution was a little eh.
Watching its ladder games where it has to face weird and aggressive early nonsense was much more impressive than the showmatches. It actually sort of knew what do in a lot of those spots.


They were very limited in strategy, like the Zerg one every single game I watched over and over would always do some kind of roach queen ravager early timing attack. Terran one vs zerg would overwhelm you with constant marine tank pushes and some marine drop harass at main base

If you're playing best of 1s against random/anonymous opponents, that's exactly what you'd expect from an AI that works by gradually iterating and optimizing its performance.
vibeo gane,
FatalGhost14
Profile Joined October 2024
1 Post
October 15 2024 11:06 GMT
#12
--- Nuked ---
Xamo
Profile Joined April 2012
Spain886 Posts
Last Edited: 2024-10-15 20:24:00
October 15 2024 20:23 GMT
#13
Deepmind has been busy solving protein folding to simplify drug development and getting a Nobel price on the way.

I am proud that our beloved little game was a step of their journey. StarCraft helping in the real world and (future) real lifes.

Noone should care about AlphaStar not winning the world championship.
My life for Aiur. You got a piece of me, baby. IIIIIIiiiiiii.
Lexender
Profile Joined September 2013
Mexico2656 Posts
October 15 2024 21:03 GMT
#14
On October 13 2021 07:33 Husyelt wrote:
They learned a lot, but the “close up shop and move on” was shady to say the least.


Their goal was never to make a perfect Starcraft AI, it was just a small experiment, they weren't going to spend more money and time on something they ultimately didn't care about.
Please log in or register to reply.
Live Events Refresh
OSC
13:00
King of the Hill #246
WardiTV626
TKL 285
Liquipedia
INu's Battles
11:00
INu's Battles#15
SHIN vs ByuNLIVE!
IntoTheiNu 1018
LiquipediaDiscussion
[ Submit Event ]
Live Streams
Refresh
StarCraft 2
Serral 1767
TKL 285
trigger 63
StarCraft: Brood War
Britney 40007
Calm 5155
Sea 2579
Mini 774
EffOrt 559
Light 490
Shuttle 457
firebathero 421
BeSt 420
ggaemo 272
[ Show more ]
Hyuk 264
Leta 205
actioN 153
Dewaltoss 148
Hyun 109
hero 108
ToSsGirL 83
Sharp 61
Hm[arnc] 58
Pusan 56
Free 54
yabsab 25
Barracks 24
Rock 21
scan(afreeca) 17
zelot 15
GoRush 15
Terrorterran 14
IntoTheRainbow 13
910 13
Shine 11
SilentControl 10
Sacsri 9
JulyZerg 8
Dota 2
Gorgc5032
qojqva1920
monkeys_forever285
syndereN243
Other Games
singsing2605
Grubby2580
B2W.Neo988
hiko811
DeMusliM383
crisheroes264
Hui .202
ArmadaUGS94
QueenE50
FrodaN50
Trikslyr31
ViBE18
Organizations
Dota 2
PGL Dota 2 - Main Stream73
StarCraft: Brood War
lovetv 10
StarCraft 2
Blizzard YouTube
StarCraft: Brood War
BSLTrovo
[ Show 16 non-featured ]
StarCraft 2
• Adnapsc2 10
• AfreecaTV YouTube
• intothetv
• Kozan
• IndyKCrew
• LaughNgamezSOOP
• Migwel
• sooper7s
StarCraft: Brood War
• escodisco4257
• Michael_bg 4
• BSLYoutube
• STPLYoutube
• ZZZeroYoutube
League of Legends
• Nemesis4234
Other Games
• WagamamaTV269
• Shiphtur70
Upcoming Events
Big Brain Bouts
33m
Replay Cast
8h 33m
Replay Cast
17h 33m
RSL Revival
18h 33m
Classic vs GgMaChine
Rogue vs Maru
WardiTV Invitational
19h 33m
IPSL
1d
Ret vs Art_Of_Turtle
Radley vs TBD
BSL
1d 3h
Replay Cast
1d 8h
RSL Revival
1d 18h
herO vs TriGGeR
NightMare vs Solar
uThermal 2v2 Circuit
1d 22h
[ Show More ]
BSL
2 days
IPSL
2 days
eOnzErG vs TBD
G5 vs Nesh
Patches Events
2 days
Replay Cast
2 days
Wardi Open
2 days
Afreeca Starleague
2 days
Jaedong vs Light
Monday Night Weeklies
3 days
Replay Cast
3 days
Sparkling Tuna Cup
3 days
Afreeca Starleague
3 days
Snow vs Flash
WardiTV Invitational
3 days
GSL
4 days
Classic vs Cure
Maru vs Rogue
GSL
5 days
SHIN vs Zoun
ByuN vs herO
Replay Cast
6 days
Escore
6 days
The PondCast
6 days
WardiTV Invitational
6 days
Liquipedia Results

Completed

Proleague 2026-04-30
WardiTV TLMC #16
Nations Cup 2026

Ongoing

BSL Season 22
ASL Season 21
CSL 2026 SPRING (S20)
IPSL Spring 2026
KCM Race Survival 2026 Season 2
Escore Tournament S2: W5
KK 2v2 League Season 1
StarCraft2 Community Team League 2026 Spring
2026 GSL S1
BLAST Rivals Spring 2026
IEM Rio 2026
PGL Bucharest 2026
Stake Ranked Episode 1
BLAST Open Spring 2026
ESL Pro League S23 Finals
ESL Pro League S23 Stage 1&2
PGL Cluj-Napoca 2026

Upcoming

Acropolis #4
BSL 22 Non-Korean Championship
CSLAN 4
Kung Fu Cup 2026 Grand Finals
HSC XXIX
uThermal 2v2 2026 Main Event
Maestros of the Game 2
2026 GSL S2
RSL Revival: Season 5
XSE Pro League 2026
IEM Cologne Major 2026
Stake Ranked Episode 2
CS Asia Championships 2026
Asian Champions League 2026
IEM Atlanta 2026
PGL Astana 2026
TLPD

1. ByuN
2. TY
3. Dark
4. Solar
5. Stats
6. Nerchio
7. sOs
8. soO
9. INnoVation
10. Elazer
1. Rain
2. Flash
3. EffOrt
4. Last
5. Bisu
6. Soulkey
7. Mini
8. Sharp
Sidebar Settings...

Advertising | Privacy Policy | Terms Of Use | Contact Us

Original banner artwork: Jim Warren
The contents of this webpage are copyright © 2026 TLnet. All Rights Reserved.