AI mumikino yo murwego
AI irashobora kubaka urwego rwimikino, amakarita, nisi mu buryo bwikora aho gushyira intoki buri rukuta numwanzi.
Incamake
This procedural content generation gives games near-infinite variety and helps small studios ship huge worlds.
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.
Ingaruka z'Ingamba
Build choices
Igishushanyo-cy-urwego rugena niba AI itezimbere ibisubizo nyabyo.
Itsinda hamwe nakazi
Guhuza ibikorwa byiza bikora umusaruro wunguka abakoresha bashobora kwizera.
Risk and safety
Gukoresha neza ibibazo bigabanya umunaniro wimpinduka hamwe ningaruka zo gushyira mubikorwa.
Kazoza ka AI mumikino Yurwego
Igisekuru kigenda gihinduka kuva kurema umutungo utimukanwa kumurongo mugihe-nyacyo, urwego rwumukinyi-uhuza n'imiterere igarura ingorane nuburyo ukina. Ururimi runini hamwe no gukwirakwiza moderi zitangiye kubyara ibibazo, ibiganiro, numutungo wa 3D uhereye kumyandiko, kureka abashushanya bagasobanura imbohe bakabona umushinga. Tegereza ibikoresho 'bivanze-ibikorwa' aho AI itanga kandi abantu bakosora, hiyongereyeho garanti zikomeye zo gukemura kuburyo ibyakozwe byakozwe byoherezwa nta gukosora intoki.
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.
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.
Sobanura aho abantu bagenzura mbere yo kwikora byuzuye.
Hugura abakoresha kubisobanuro, inzira zo kuzamuka, hamwe nubuziranenge.
Kurikirana ibisubizo-urwego rwibisubizo kugirango wemeze agaciro karambye.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
AI muburyo bukurikirana Ibikorwa byimikino
Ibibazo bikunze kubazwa
What is AI in Game Level Generation?
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.
Ni ubuhe buryo 'ibikubiyemo bikurikirana' (PCG) bisobanura mu mikino?
PCG ikoresha algorithms namategeko kugirango itange ibikinisho byimikino mu buryo bwikora, aho kugira abashushanya bashira buri kintu mukiganza.
Nigute Imikorere ya Wave Gusenya algorithm yubaka ikarita?
Imikorere ya Wave Gusenyuka ifata ikarita nkigisubizo kibangamiye, gutoranya selile yo hasi-entropiya, gutunganya tile yayo, no gukwirakwiza abaturanyi bemewe, nka Sudoku.
Ni ikihe kibazo gikomeye cyihariye kurwego rwakozwe na AI?
Urwego rushobora kugaragara neza ariko ntibishoboke kurangiza cyangwa kurenganya bikomeye, ikibazo rero cyingenzi nukwemeza gukina, akenshi ukoresheje bots zikoreshwa.
Nibihe bikorwa byurusaku rwibisanzwe bikoreshwa cyane kugirango habeho ubutaka busa?
Urusaku rwa Perlin hamwe nibikorwa bisa na gradient-urusaku bitanga itandukaniro ryiza, risa-karemano ryiza kubutaka, bikoreshwa mumikino nka Minecraft.
Niki PCGML yongeraho ugereranije nigihe cyakera gishingiye kumategeko?
PCG ikoresheje imashini yiga imashini itoza icyitegererezo kurwego rwurugero kugirango generator ibashe kwiga imiterere nimiterere yibintu byakozwe n'abantu, aho gushingira gusa kumategeko yanditse.