AI a cikin Tsarin Matsayin Wasan
AI na iya gina matakan wasa, taswirori, da duniyoyi ta atomatik maimakon sanya kowane bango da maƙiyi da hannu.
Dubawa
This procedural content generation gives games near-infinite variety and helps small studios ship huge worlds.
Zurfafa nutsewa
Ƙirƙirar abun ciki na tsari (PCG) yana ƙarfafa wasanni shekaru da yawa, daga gidan kurkukun Rogue (1980) zuwa duniyoyin quintillion 18 na No Man's Sky. Hanyoyi na gargajiya suna amfani da ayyukan amo kamar su Perlin don filin ƙasa, da nahawu da saitin ƙa'ida don ɗakuna da tambayoyin. Sabuwar igiyar ruwa ita ce PCG ta hanyar koyon inji (PCGML), inda ƙira ke koya daga matakan da ake da su. Hanyoyi sun haɗa da GANs waɗanda ke haifar da matakan salon wasan Mario, ƙarfafa jami'an ilmantarwa waɗanda ke ƙirƙira matakan ta haɓaka nishadi ko wahala, da Wave Function Collapse, mai warware matsalar takurawa wanda ke yin fale-falen taswira don haka maƙwabta su dace koyaushe. Kalubale na tsakiya shine tabbatar da matakan da gaske sun cika kuma suna daidaitawa, ba kawai a bayyane ba, don haka masu zanen kaya sun haɗa janareta tare da bots ɗin wasan gwadawa mai sarrafa kansa.
Fahimtar Fasaha
Wave Function Collapse, sanannen kayan aiki, yana ɗaukar matakin gini kamar ƙaƙƙarfan wuyar warwarewa: yana farawa da kowane tayal a cikin babban matsayi, sannan akai-akai yana 'ruƙushe' mafi ƙasƙanci-entropy cell zuwa tayal ɗaya kuma yana yada ƙa'idodin kusanci a waje, kamar warware Sudoku. Hanyoyin ilmantarwa maimakon horar da janareta akan matakan samfurin; mai wariya ko aikin motsa jiki yana duba abubuwan da aka fitar, da dabarun nema kamar algorithms na juyin halitta ko bambance-bambancen inganci (MAP-Elites) suna turawa iri-iri tare da iya wasa.
Dabarun Tasiri
Gina zaɓuɓɓuka
Tsarin matakin aikace-aikacen yana ƙayyade ko AI yana inganta sakamako na gaske.
Ƙungiya da aikin aiki
Kyakkyawan haɗin gwiwar aiki yana haifar da ribar yawan aiki masu amfani za su iya amincewa.
Haɗari da aminci
Abubuwan da aka yi amfani da su da kyau suna rage gajiyar canji da haɗarin aiwatarwa.
Makomar AI a cikin Tsarin Matsayin Wasan
Ƙirƙiri yana canzawa daga ƙirƙirar kadari na layi zuwa ainihin lokaci, matakan daidaita ɗan wasa waɗanda ke dawo da wahala da tsararrun yadda kuke wasa. Manya-manyan nau'ikan harshe da yaɗuwa suna fara samar da tambayoyin, tattaunawa, da kadarorin 3D daga faɗakarwar rubutu, barin masu zanen kaya su bayyana gidan kurkuku kuma su sami daftarin aiki. Yi tsammanin kayan aikin 'haɗe-haɗe-haɗe-haɗe' inda AI ke ba da shawara kuma ɗan adam ke tsarawa, da ƙarin garantin warwarewa don haka ana iya jigilar abun ciki ba tare da gyaran hannu ba.
Aiwatar da Gaskiyar Duniya
Babu Man's Sky bisa tsari wanda ke samar da kusan nau'ikan taurari kusan 18 quintillion daga algorithms da iri.
Minecraft ta amfani da ayyukan amo da ka'idojin biome don gina duniyoyi marasa iyaka, iri-iri ga kowane iri.
Spelunky da sauran 'yan damfara suna haɗa sabbin shimfidar gidan kurkuku kowane gudu daga samfuran ɗaki na zamani.
Masu ƙira da ke amfani da Ayyukan Wave Rushewa zuwa taswirorin tayal na atomatik inda kowane yanki ya dace da maƙwabtansa.
Hatsari & Tsare-tsare
Yin aiki da ɓaryayyen tsari na iya haɓaka matsalolin da ke akwai.
Ƙungiyoyi na iya wuce gona da iri kuma su cire hukuncin ɗan adam da ake buƙata.
Ingancin na iya motsawa idan ba a ci gaba da kimanta abubuwan da aka fitar ba.
Taswirar Hanya
Taswirar tsarin aiki na yanzu kuma gano matakin mafi girman juzu'i.
Ƙayyade wuraren bincike na ɗan adam kafin cikakken aiki da kai.
Horar da masu amfani akan faɗakarwa, hanyoyin haɓakawa, da ƙa'idodi masu inganci.
Bibiyar sakamakon matakin ɗawainiya don tabbatar da ƙima mai dorewa.
Ci gaba da Bincike
Free newsletter
Get the daily AI briefing
Three verified AI stories every weekday morning, written in plain English. Free forever, no ads.
One email each weekday. Unsubscribe in one click. We never sell or share your address.
Test yourself
Take the AI in Game Level Generation quiz
Instant feedback on every answer, and a shareable certificate with a verifiable ID once you pass a course.
Support free AI education. AI Understanding is a 501(c)(3) nonprofit — no ads, no paywall, ever. Make a donation
Jagora na gaba
AI a cikin Ƙarfafa Abun Ciki na Tsari don Wasanni
Tambayoyin da ake yawan yi
What is AI in Game Level Generation?
AI na iya gina matakan wasa, taswirori, da duniyoyi ta atomatik maimakon sanya kowane bango da maƙiyi da hannu. Wannan tsararrun abun ciki na tsari yana ba da wasanni kusan iri-iri mara iyaka kuma yana taimakawa ƙananan sitidiyo don jigilar manyan duniyoyi.
Menene ma'anar 'ƙararwar abun ciki' (PCG) a cikin wasanni?
PCG yana amfani da algorithms da dokoki don samar da abun ciki na wasa ta atomatik, maimakon samun masu zanen kaya su sanya kowane kashi da hannu.
Ta yaya Ayyukan Wave Rushe algorithm ke gina taswira?
Wave Function Collapse yana ɗaukar taswirar a matsayin takurawa wuyar warwarewa, ɗaukar mafi ƙanƙanta-entropy cell, gyara tayal ɗin sa, da yada waɗancan maƙwabta har yanzu ana ba da izini, kama da Sudoku.
Menene babban ƙalubale na musamman ga matakan AI da aka samar?
Mataki na iya yin kyau amma yana da wuya a gama ko kuma ba shi da wahala, don haka babban ƙalubalen shine tabbatar da iya wasa, galibi ta amfani da bots ɗin gwadawa na atomatik.
Wane aikin amo na gargajiya ne ake amfani da shi don samar da yanayi mai kama da yanayi?
Hayaniyar Perlin da makamantan ayyukan amo-girma suna samar da santsi, bambancin kamanni na dabi'a mai kyau don ƙasa, ana amfani da su a cikin wasanni kamar Minecraft.
Menene PCGML ke ƙara idan aka kwatanta da tsofaffin ƙarni na tushen mulki?
PCG ta hanyar koyon injin na horar da samfura akan matakan misali don haka janareta zai iya koyon salo da tsarin abubuwan da ɗan adam ya yi, maimakon dogaro kawai da ƙa'idodin da aka rubuta da hannu.