
alphastar (software)

alphastar haah deep mindcha sanganak program aahe joou 'starcraft II' haah video game khelato. tyache anavaran janewari 2019 madhye lokansamor karnyat aale. krutrim buddhimattesathi eka mahattvacha tappa mhanoon, alphastarla august 2019 madhye grandmastercha darja midala.
parshvabhoomi.
krutrim buddhimattechya pragatiche mapdand mhanoon manavansathi tayar kelelya khelanchi bahya vaidhata manali jaate. aay. bii. emm. chey buddhibal khelanare deep blue (1997) aanee deepmindche alfago (2016) heey pramukh tappe manale gele; kahincha assa yuktivad aahe qee starcraftche 'real-time play', aanshik nirikshankshamta, konatehi prabhavi dhoran naslyamule, jalad forward model tayar karane katheen karnare jatil niyam aanee visheshtah mothe aanee vaividhyapurn krutiche sthan yamule 'starcraft' dekhil eka motha tappa tharel."jaree katheen asale taree," "starcraft" "ajunahi sadhyachya tantradnyanasaha shodhanyayogya asoo shakate kaaran" "tyache niyam dnyat aahet aanee jug keval kahee prakarchya vastoonsah vegale aahe".
"starcraft II' haah barfal vadalachya manoranjanadware khelala jaanara eka lokpriy vegwan online real-time ranniti khel aahe.
itihas.
deepmind tantradnyanachi sthapana 2010 madhye yuu. keey. madhye jhaali. 2011 chya suruvatilach sansthapak demis hasbys yanni goo sarkhya khelannantar 'starcraft' laa 'next step up' mhatale. vividh prakarchya etari 2600 khelanmadhye atimanavi kshamtesah swa-shikshan botsche pradarshan kelyanantar deepmind 2014 madhye gugalchi upakampani bunley. februwari 2015 madhye, sanganak shastradnya zachari messon yanni deepmindchya sanshodhanacha andaj vartavala qee "paach kinwa daha varshant starcraftla chalana milate". march 2016 madhye, alphagone lii sedol yaa jaagtik vijetya kheladuvar midavalelya vijayanantar, hasbysne sarvajanikaritya 'starcraft' sathee eka aay tayar karnyacha vichar keela, apoorn mahitee asalela eka dhoranatmak khel mhanoon uddhrut keela, jithe (jaanyapramane) bahutek 'board' adrushya aahe. 2017 chya pahilya timahit botsasathi khule vikas vatavaran sodanyachya yojnesah, november 2016 madhye blizcon yethe aupcharik sahkaryachi ghoshana karnyat aalee.
2017 paryant, deepmind tyachya softwaremadhye "starcraft" deta bharnyacha prayog karat hote. august 2017 madhye, deepmind aanee barfal jhalanyanni botchya vikasat madat karnyasathi vikas sadhane tasech mageel 65,000 khelanmadhil deta jaaree keela. tyaveli, sanganak shastradnya aanee "starcraft" spardheche vyavasthapak david churchill yanni andaj vartavala hota qee eka botla mansala harvayala paach varshe lagtil, parantu alphagone apekshanvar maat kelee aahe ashee chetavani dilee. wired' madhye, tantradnyan patrakar tomm simonite mhanale, 'robot lavkarach kadhihi jinkel ashee konachi apeksha nahee. pann jevha teey hoil, tevha teey munn kholvar chalavanyachya vijayapeksha khoop mothe yash asel."
19 december 2018 roji, deepmindchya botane "eka avval vyavsayik kheladu", grazegorz "maanaa" comincz, 5-0. deepmindne 24 janewari 2019 roji "alphastar" navachya botchi ghoshana kelee. aars technica yetheel patrakar aanee itaranni assa yuktivad keela qee alphastarche ajunahi anyaykarak fayade aaheth "alfastarmadhye api vaparoon shastrakriyechya achookatesah tyache click karanyachi kshamata aahe, tarr manvi kheladu sanganak undaranchya yantrik maryadanmule maryadit aahet". alphastarche dekhil khelatil cameamule maryadit rahnyaivaji jaagtik drushya hote. shivay, paach sekandanchya windower krutinchya sankhyevar maryada asatana, alphastar nirnayak kshananmadhye atimanavi kriyakalapanchya sphotanna prarambh karnyasathi windower asamanpane tyacha krutee kota vatap karnyas swatantra hota. deep mindney adhik vastavadi nirbandhanmadhye alphastarla patkan punha prashikshit kele aanee nantar kominkzshee punha samna gamavala. julai 2019 pasoon, alphastarchi naveen, maryadit aavrutti anamikpane sarvajanik 1v1 european multiplayer shidivar "nivadak" kheladunshi spardha karat hotee. august 2019 chya akheris, alphastarne 'grandmaster patali' gathali hotee, jee manvi kheladunchya 0.20 takke kramvarit avval sthanavar hotee.
algoridam.
varnamalachya ulat, varnamala suruvatila tyachya manvi viruddhachya detabasemadhye sarvottam kheladunchya halchalinche anukaran karnyas shikate. manvi khel; deep mindchya dave silverne jyala 'exploration problem' mhatale aahe tyache nirakaran karnyasathi heey paul aavashyak aaheh naveen dhorane shodhane anyatha 'gavatanchya dhigaonyat suee shodhanyasarkhe asel. tyanantar pratinidhi ekmekanshi khelatat aanee majbutikaran shikshan tainat karatat. heey mukhya pratinidhi, mukhya pratinidhinmadhil kamkuvatpana ughad karnyacha uddesh asalelya qamee ishtatechya "shoshak agents" viruddha kheloon dekhil shikatat.
pratikriya.
december 2018 madhye tyachya 5-0 chya parabhavanantar, comins mhanala qee "mallah aay itaki changli hoil ashee apeksha navhati".
stuart raselane moolyankan kele qee alphastarchya 2018 chya vijayasathi "samasya-vishisht prayatnanchi yogya matra" aavashyak hotee aanee samanya-uddesh paddhati "starcraftsathi purnapane tayar navhatya".
wired yooke' madheel eka lekhat julai 2019 chya samnyansathi swikarlelya alphastarchya naveen nirbandhanna yaveli 'nyayya' asalyache tharavale. "starcraft" "pro rajha" "reserblader" "shekhane sangitale qee alphastar" "prabhavi" "hota parantu tyachya vichitra goshti hotya, eka khelat keval havai tukadyanni banalelya aparamparik lashkari rachneshi jhunj dett hota". yuu. keey. chaa avval kheladu, joshua haywardney, alpstarne "anekada sarvat karyaksham, dhoranatmak nirnay ghetale naheet" asey mhanat thodi nirasha vyakt kelee. pro diego "kelazur" schwimmer yanni alphastarche natak "akalpaniyapane asamanya; yamule tumhala kharokharach prashna padato qee starcraftchya vividh shakyata pro kheladunni kharokhar kitee shodhalya aahet". alphastarchya virodhakanna anekada teey bott khelat aahet heey lakshat yet navhate.
daad guardian' chya aayan samplene alphastarla krutrim buddhimatta kshetrasathi eka 'aitihasik kamgiri' mhatale. charchilane sangitale qee tyane yapurvi 'starcraft' chya eka kinwa done ghatakanmadhye prabhutva asalele bots pahile hote, parantu too alphastar haah khel purnapane hatalu shakanara pahila hota. garry marksney sakhol shikshanabaddal satat shanka vyakt karat mhatleh "aataparyant yaa kshetrane prayogshaletun aanee khelachya vatavaranatun aanee vastavik jagaat ashee tantre ghenyasathi sangharsh keela aahe aanee mallah haah parinam tyaa dishene pragati mhanoon lagech disat nahee". aay. aay. sanshodhak johnn dodge yanna alphastarche aashchary vatale, tyanni sangitale qee tyanna aanakhi done varshe asha "atimanavi" kamgirichi apeksha navhati; yaulat, churchill mhanatat qee "starcraft 'sodavanyachya' jawalpas kuthehi nahee aanee alphastar adyap jaagtik vijetya staravar khelanyachya agadi jawalahi nahee".
varsa.
deepmindcha assa yuktivad aahe qee alphastarchya antardrushtimule robot, swayam-chalavanaya qaar aanee aabhasi sahayyakanna fayda houu shakato, jyanna "apoorn nirikshan kelelya mahitee" saha karya karane aavashyak aahe. sylverne varnamala lakshaniyaritya sudharanyacha prayatna karnyaivaji, tyachi prayogshala "yaa tappyavar vishranti gheu shakate" asey soochit kele aahe. sylver swatah assa yuktivad karato qee "vyavsayik manyataprapt paristhitit purn aniyantrit khelavar vyavsayikdrushtya khelalya jaananya konatyahi eae-khelat manvi kamgirichya sheersh staravar pohochanari alphastar hii pahili aii. aay. pranali bunley aahe... buddhibal aanee pokarmadhye sanganak futalyapasun, starcraftcha khel, moolatah samudayachya ekmatane, aii. aay. sathee pudhil mothe aavhan mhanoon udayas aala aahe."
sanganak shastradnya noel sharkey yanni asahmatine assa yuktivad keela aahe qee, "yuddhbhumichya niyojanasathi aii. aay. chya fayadhyanche spasht udaharan mhanoon lashkari vishleshak nishchitpane yashasvi alphastar real-time dhoranankade laksh deteel". yaulat, sylver assa yuktivad karatoh "yacha konatyahi prakarcha lashkari vapar aahe asey mhanane mhanje buddhibalasathi aayacha vapar lashkari vaparakade nenyasathi keela jaau shakato asey mhananyashivay dusare kahee nahee".