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National Repository of Grey Literature

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Game with Procedural Enemies Teplan, Kristof ; Pečiva, Jan (referee) ; Milet, Tomáš (advisor) Procedurálne generovanie obsahu si získalo veľkú popularitu, najmä v hernom priemysle. Oblasť procedurálneho generovania nepriateľov v hrách však zostáva relatívne nepreskúmaná. Táto práca sa zameriava na vývoj rogue-like 2D hry, kde hráč bojuje proti procedurálne generovaným robotom. Hra je implementovaná v Unity Engine, pričom sa využíva vlastný maticový L-systém na generovanie robotov z blokov s rôznymi funkciami. Umelá inteligencia robotov je poháňaná neurónovou sieťou, ktorá bola vycvičená pomocou posilovaného učenia s využitím nástroja Unity ML-Agents. Všetky systémy sú integrované do konečnej hry, ktorá zachytáva klasické vlastnosti rogue-like žánru. Detailed record

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