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master's thesis
Sustav protiv varanja implementacijom reinforcement learning agenata u Unityu
2021. urn:nbn:hr:211:614922
Mihael, Lukaš
University of Zagreb
Faculty of Organization and Informatics
Department of Computing and Technology

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Mihael, L. (2021). Sustav protiv varanja implementacijom reinforcement learning agenata u Unityu (Master's thesis). Varaždin: University of Zagreb, Faculty of Organization and Informatics. Retrieved from https://urn.nsk.hr/urn:nbn:hr:211:614922

Mihael, Lukaš. "Sustav protiv varanja implementacijom reinforcement learning agenata u Unityu." Master's thesis, University of Zagreb, Faculty of Organization and Informatics, 2021. https://urn.nsk.hr/urn:nbn:hr:211:614922

Mihael, Lukaš. "Sustav protiv varanja implementacijom reinforcement learning agenata u Unityu." Master's thesis, University of Zagreb, Faculty of Organization and Informatics, 2021. https://urn.nsk.hr/urn:nbn:hr:211:614922

Mihael, L. (2021). 'Sustav protiv varanja implementacijom reinforcement learning agenata u Unityu', Master's thesis, University of Zagreb, Faculty of Organization and Informatics, accessed 18 April 2024, https://urn.nsk.hr/urn:nbn:hr:211:614922

Mihael L. Sustav protiv varanja implementacijom reinforcement learning agenata u Unityu [Master's thesis]. Varaždin: University of Zagreb, Faculty of Organization and Informatics; 2021 [cited 2024 April 18] Available at: https://urn.nsk.hr/urn:nbn:hr:211:614922

L. Mihael, "Sustav protiv varanja implementacijom reinforcement learning agenata u Unityu", Master's thesis, University of Zagreb, Faculty of Organization and Informatics, Varaždin, 2021. Available at: https://urn.nsk.hr/urn:nbn:hr:211:614922

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Metadata
TitleSustav protiv varanja implementacijom reinforcement learning agenata u Unityu
Title (english)Anti-Cheat system by implementing of Reinforcement Learning agents in Unity
AuthorLukaš Mihael
MentorIgor Tomičić (mentor)
MBZ: 306061
Committee memberMarkus Schatten (član povjerenstva)
MBZ: 291806
GranterUniversity of Zagreb
Faculty of Organization and Informatics
(Department of Computing and Technology)
Varaždin
Defense date and country2021-09-24, Croatia
Scientific / art field,
discipline and subdiscipline		SOCIAL SCIENCES
Information and Communication Sciences
Organization and Informatics
Abstract
Rad govori o sustavu protiv varanja te kako se implementacijom agenata pomoću podržanog učenja (eng. Reinforcement Learning – u nastavku RL) mogu raspoznati igrači od botova. Proučava se strojno učenje, njegove metode i načini na koje ih je moguće implementirati. Spominje se i sigurnost kao jedna od važnijih stavki prilikom igranja igara te na koji se način može varati i čime se igrači služe da bi dobili prednost nad svojim protivnicima. Početni dio rada se bazira na teoriji i objašnjava što je to strojno učenje, koji se alati koriste prilikom treniranja, dok je drugi dio baziran na praktičnoj primjeni. Naime, izgradnjom vlastitog sustava protiv varanja, implementiranog u, također, vlastitu multiplayer igru, je bila namjera prikazati kako RL agent pronalazi botove i s kojom vjerojatnošću to može tvrditi.
Keywords
Languagecroatian
URN:NBNurn:nbn:hr:211:614922
Study programmeTitle: Business Systems Organization
Study programme type: university
Study level: graduate
Academic / professional title: magistar/magistra informatike (magistar/magistra informatike)
Type of resourceText
File originBorn digital
Access conditionsOpen access
Terms of useLicence Attribution-NonCommercial-NoDerivs 3.0 Unported (CC BY-NC-ND 3.0) icon
Created on2021-09-27 04:20:43