Incamake
AI irashobora kubaka urwego rwimikino, amakarita, nisi mu buryo bwikora aho gushyira intoki buri rukuta numwanzi. Iyimikorere yibikorwa itanga imikino hafi-itagira ingano kandi ifasha sitidiyo nto kohereza isi nini.
AI mu Rwego Urwego rwibisekuru yibanda kubikorwa bifatika: guhindura ubushobozi bwicyitegererezo mubikorwa byizewe bya buri munsi bitanga agaciro kagereranijwe.
Kwibira cyane
Gutunganya ibintu bikurikirana (PCG) byakoresheje imikino mumyaka mirongo, kuva mumagereza ya Rogue (1980) kugeza kuri mibumbe 18 ya miriyoni 18 zo mu kirere. Uburyo bwa kera bukoresha urusaku nkurusaku rwa Perlin kubutaka, wongeyeho ikibonezamvugo hamwe namategeko agenga ibyumba nibibazo. Umuhengeri mushya ni PCG ukoresheje imashini yiga (PCGML), aho moderi yigira kurwego rusanzwe. Inzira zirimo GAN itanga ibyiciro bya Mario ikinishwa, ibyiciro byokwiga byongerera imbaraga urwego rushimishije cyane cyangwa bigoye, hamwe na Wave Function Collapse, igisubizo kibuza gushushanya ikarita kuburyo ibice bituranye bihora bikwiranye. Ikibazo nyamukuru ni ukwemeza ko urwego rwuzuye kandi rwuzuye, ntabwo rushobora kugaragara gusa, kuburyo abashushanya bahuza generator hamwe na bots zikoreshwa.
Ubushishozi
Imikorere ya Wave Gusenyuka, igikoresho kizwi cyane, ifata inyubako yurwego nkibisubizo bikumirwa: itangirana na tile yose muri superpression, hanyuma igahita 'isenyuka' selile yo hasi-entropiya kuri tile imwe kandi ikwirakwiza amategeko yegeranye hanze, nko gukemura Sudoku. Uburyo bushingiye ku myigire ahubwo butoza generator kurwego rwicyitegererezo; ivangura cyangwa imikorere ya fitness igenzura ibisohoka, hamwe nubuhanga bwo gushakisha nka algorithms y'ubwihindurize cyangwa ubuziranenge-butandukanye (MAP-Elites) gusunika ibintu bitandukanye wongeyeho gukina.
Kumenya AI mumikino Urwego Rukuru
AI irashobora kubaka urwego rwimikino, amakarita, nisi mu buryo bwikora aho gushyira intoki buri rukuta numwanzi. Iyimikorere yibikorwa itanga imikino hafi-itagira ingano kandi ifasha sitidiyo nto kohereza isi nini. AI mu Rwego Urwego rwibisekuru yibanda kubikorwa bifatika: guhindura ubushobozi bwicyitegererezo mubikorwa byizewe bya buri munsi bitanga agaciro kagereranijwe. Kugirango wubake byimbitse, fata AI mumikino yo murwego rwimikino nkicyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mubimenyerezo, amakipe akomeye akoresha AI murwego rwimikino Urwego rwibanda kubikorwa byakazi, ntabwo ari demo yicyitegererezo, kandi asobanura aho abantu bagenzura hakiri kare. Bandika ibipimo ngenderwaho byerekana intsinzi, bagerageza kurwanya amakuru afatika hamwe nakazi keza, kandi bagasubiramo bashingiye kubikorwa byagaragaye ko batsinzwe aho gutsinda inshuro imwe. Aha niho imyumvire yubumenyi ihinduka mubushobozi burambye kubicuruzwa, politiki, nibikorwa.
Igishushanyo-cy-urwego rugena niba AI itezimbere ibisubizo nyabyo. Mugihe kimwe, Gutangiza inzira yamenetse birashobora kongera ibibazo bihari. Uburyo bukomeye cyane ni uguhuza umuvuduko wikigereranyo hamwe na disipuline yimiyoborere: kuyobora abaderevu, gufata ibimenyetso, gutangaza ibyemezo byicyemezo, no gukomeza kuvugurura uburyo bwo kwirinda nkimyitwarire yicyitegererezo, ibyo abakoresha bategereje, nibisabwa n'amategeko bigenda bihinduka.
Ingaruka z'Ingamba
Igishushanyo-cy-urwego rugena niba AI itezimbere ibisubizo nyabyo.
Igishushanyo-cy-urwego rugena niba AI itezimbere ibisubizo nyabyo. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Guhuza ibikorwa byiza bikora umusaruro wunguka abakoresha bashobora kwizera.
Guhuza ibikorwa byiza bikora umusaruro wunguka abakoresha bashobora kwizera. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Gukoresha neza ibibazo bigabanya umunaniro wimpinduka hamwe ningaruka zo gushyira mubikorwa.
Gukoresha neza ibibazo bigabanya umunaniro wimpinduka hamwe ningaruka zo gushyira mubikorwa. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Gushyira mu bikorwa Isi
Nta kirere cyumuntu kibyara imibumbe igera kuri 18 kwintiliyoni idasanzwe kuva algorithm n'imbuto.
Minecraft ukoresheje urusaku namategeko ya biome kugirango yubake isi itagira iherezo, itandukanye kuri buri mbuto.
Spelunky nizindi roguelike ziteranya imiterere mishya ya gereza buri kwiruka kuva mubyumba byicyitegererezo.
Abashushanya bakoresha Imikorere ya Wave Gusenyuka kuri auto-tile coherent ikarita aho buri gice gihuye nabaturanyi.
Uburyo bwo Gushyira mu bikorwa
AI mu Rwego Urwego Igisekuru mu myitozo
Nta kirere cyumuntu kibyara imibumbe igera kuri 18 kwintiliyoni idasanzwe kuva algorithm n'imbuto.
Nta kirere cyumuntu gikora mubumbe 18 miriyoni zidasanzwe ziva muri algorithms nimbuto Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo byiza byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi agakurikirana inyungu zumusaruro hamwe nigiciro cyamakosa mugihe runaka.
AI mu Rwego Urwego Igisekuru mu myitozo
Minecraft ukoresheje urusaku namategeko ya biome kugirango yubake isi itagira iherezo, itandukanye kuri buri mbuto.
Minecraft ukoresheje ibikorwa byurusaku namategeko ya biome kugirango yubake isi itagira iherezo, itandukanye kuri buri mbuto Amakipe akunze kubona umusaruro mwiza iyo asobanuye ibipimo ngenderwaho imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
AI mu Rwego Urwego Igisekuru mu myitozo
Spelunky nizindi roguelike ziteranya imiterere mishya ya gereza buri kwiruka kuva mubyumba byicyitegererezo.
Spelunky hamwe nabandi ba roguelike bateranya imiterere mishya ya gereza buri kwiruka kuva mubyumba byicyumba cyicyitegererezo Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
AI mu Rwego Urwego Igisekuru mu myitozo
Abashushanya bakoresha Imikorere ya Wave Gusenyuka kuri auto-tile coherent ikarita aho buri gice gihuye nabaturanyi.
Abashushanya bakoresha Wave Imikorere Gusenyuka kuri auto-tile coherent ikarita aho buri gice gihuye nabaturanyi bayo Amakipe akunze kubona umusaruro ushimishije mugihe asobanura ibipimo ngenderwaho byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
Ingaruka & Kurinda
Gutangiza inzira yamenetse birashobora kongera ibibazo bihari.
Amakipe arashobora gukora cyane kandi agakuraho ibitekerezo byabantu bikenewe.
Ubwiza burashobora gutemba niba ibisubizo bidahwema gusuzumwa.
Igishushanyo mbonera
Shushanya ibikorwa byubu hanyuma umenye intambwe-yo guterana hejuru.
Shushanya ibikorwa byubu hanyuma umenye intambwe-yo guterana hejuru. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Sobanura aho abantu bagenzura mbere yo kwikora byuzuye.
Sobanura aho abantu bagenzura mbere yo kwikora byuzuye. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Hugura abakoresha ibisobanuro, inzira zo kuzamuka, hamwe nubuziranenge.
Hugura abakoresha ibisobanuro, inzira zo kuzamuka, hamwe nubuziranenge. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Kurikirana ibisubizo-urwego rwibisubizo kugirango wemeze agaciro karambye.
Kurikirana ibisubizo-urwego rwibisubizo kugirango wemeze agaciro karambye. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.