Incamake
Gahunda yibikorwa (PCG) ikoresha algorithms kugirango ikore isi yimikino, urwego, ibintu, nibibazo byikora. Ireka amakipe mato yubaka imikino nini, itandukanye kandi ubu irarengerwa na AI ibyara inyungu.
AI mubikorwa bikurikirana Ibikorwa byimikino yibanda kubikorwa bifatika: guhindura ubushobozi bwicyitegererezo mubikorwa byizewe bya buri munsi bitanga agaciro kagereranijwe.
Kwibira cyane
PCG ifite amateka maremare: Rogue (1980) yabyaye imbohe algorithmike, kandi No Sky's Sky izwi cyane ko imibumbe irenga 18 ya cintiliyoni idasanzwe yubatswe mu mbuto za deterministic. Minecraft itanga hafi yubutaka butagira umupaka ukoresheje imikorere ya Perlin / urusaku, kandi Spelunky yatangije imbogamizi zishingiye ku rwego rwibisekuru bigumaho kandi bikinishwa. Ibyinshi mubisanzwe PCG ishingiye kumategeko cyangwa ishingiye ku rusaku, hamwe nimbogamizi zitondewe rero ibisohoka birashimishije, ntabwo bitandukanye gusa. Ubushakashatsi bwibanze, PCGML (PCG ikoresheje imashini yiga imashini), itoza moderi kurwego rusanzwe kugirango itange izindi nshya. Uyu munsi, AI itanga umusaruro wagura PCG muburyo bwimiterere, moderi ya 3D, ibiganiro, nibibazo. Inyungu nini ni igipimo cyibirimo kandi bisubirwamo; ikibazo gikomeye ni ukugenzura ubuziranenge, guhuza, no kwirinda bland, umusaruro umwe, bakunze kwita 'ikibazo cya oatmeal.'
Ubushishozi
Urusaku rwimikorere nka Perlin na Simplex urusaku rutanga ibintu byoroshye, bisanzwe-bisa nkibisanzwe kuri terrain yuburebure. Sisitemu nyinshi zikoresha imbuto yimbuto kuburyo ibyinjijwe bimwe byerekana kubyara isi imwe, bigafasha isi nini itabibitse. Uburyo bushingiye ku mbogamizi hamwe n’ikibonezamvugo (hamwe n’imikorere y’umuraba gusenyuka) byemeza ko imiterere yatanzwe ikomeza gukemurwa kandi igahuzwa, mu gihe PCGML ihugura imiterere ibyara ingero zakozwe n'abantu kugirango bigane igishushanyo cyiza.
Kumenya AI mubikorwa bikurikirana bikurikirana imikino
Gahunda yibikorwa (PCG) ikoresha algorithms kugirango ikore isi yimikino, urwego, ibintu, nibibazo byikora. Ireka amakipe mato yubaka imikino nini, itandukanye kandi ubu irarengerwa na AI ibyara inyungu. AI mubikorwa bikurikirana Ibikorwa byimikino yibanda kubikorwa bifatika: guhindura ubushobozi bwicyitegererezo mubikorwa byizewe bya buri munsi bitanga agaciro kagereranijwe. Kugirango wubake byimbitse, fata AI mubikorwa bikurikirana bikurikirana imikino 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 mubikorwa bikurikirana bikurikirana imikino yibanda kumusaruro wakazi, ntabwo ari demo yicyitegererezo, kandi ugasobanura aho abantu bakorera 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-cyurwego rushushanya 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-cyurwego rushushanya niba AI itezimbere ibisubizo nyabyo.
Igishushanyo-cyurwego rushushanya 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 irenga 18 ya cintiliyoni ziva mu mbuto za deterministic hamwe namategeko akurikirana
Minecraft ikoresha ibikorwa byurusaku kugirango yubake neza itagira umupaka, itandukanye
Spelunky ibyara ibyateganijwe ariko burigihe-byuzuzwa urwego ukoresheje igishushanyo mbonera
Diablo nibindi bikorwa-RPGs muburyo bukurikira ibyara imbohe hamwe nubusahuzi bwateganijwe kugirango busubirwemo
Uburyo bwo Gushyira mu bikorwa
AI muburyo bukurikirana Ibisekuruza byimikino
Nta kirere cyumuntu kibyara imibumbe irenga 18 ya cintiliyoni ziva mu mbuto za deterministic hamwe namategeko akurikirana.
Nta kirere cyumuntu kibyara imibumbe irenga 18 ya cintiliyoni ziva mu mbuto za détinistinistique hamwe n’amategeko agenga imikorere Amakipe akunze kubona umusaruro mwiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamuka kwabantu kubibazo byimbitse, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
AI muburyo bukurikirana Ibisekuruza byimikino
Minecraft ikoresha ibikorwa byurusaku kugirango yubake neza itagira umupaka, itandukanye.
Minecraft ikoresha ibikorwa byurusaku kugirango yubake neza bitagira umupaka, ahantu hatandukanye ku isazi Amakipe akunze kubona umusaruro ushimishije mugihe asobanura ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
AI muburyo bukurikirana Ibisekuruza byimikino
Spelunky ibyara ibyateganijwe ariko burigihe-byuzuzwa urwego ukoresheje igishushanyo mbonera.
Spelunky ibyara urwego ruteganijwe ariko burigihe-rwuzuzwa hifashishijwe igishushanyo mbonera gishingiye ku mbogamizi Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimanza, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
AI muburyo bukurikirana Ibisekuruza byimikino
Diablo nibindi bikorwa-RPGs muburyo bukurikira ibyara imbohe hamwe nubusahuzi bwateganijwe kugirango busubirwemo.
Diablo nibindi bikorwa-RPGs muburyo bukurikirana ibyara imbohe hamwe nubusahuzi bwateganijwe kugirango bisubirwemo Amakipe asanzwe abona ibisubizo byiza mugihe asobanuye ibipimo byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimanza, kandi agakurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe.
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 kubisobanuro, inzira zo kuzamuka, hamwe nubuziranenge.
Hugura abakoresha kubisobanuro, 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.