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Towards an Application Programming Interface for Automated Testing of Artificial Intelligence Agents in Massively Multi-Player On-Line Role- Playing Games


Schatten, Markus; Okreša Đurić, Bogdan; Tomičić, Igor
Towards an Application Programming Interface for Automated Testing of Artificial Intelligence Agents in Massively Multi-Player On-Line Role- Playing Games // Central European Conference on Information and Intelligent Systems / Strahonja, Vjeran ; Kirinić, Valentina (ur.).
Varaždin: University of Zagreb, Faculty of Organization and Informatics, 2018. str. 11-15 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
Towards an Application Programming Interface for Automated Testing of Artificial Intelligence Agents in Massively Multi-Player On-Line Role- Playing Games

Autori
Schatten, Markus ; Okreša Đurić, Bogdan ; Tomičić, Igor

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Central European Conference on Information and Intelligent Systems / Strahonja, Vjeran ; Kirinić, Valentina - Varaždin : University of Zagreb, Faculty of Organization and Informatics, 2018, 11-15

Skup
Central European Conference on Information and Intelligent Systems

Mjesto i datum
Varaždin, Hrvatska, 19-21.9.2018

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Application programming interface ; automated testing ; artificial intelligence ; massively multiplayer on-line role-playing game

Sažetak
An initial implementation of an application programming interface (API) for automated testing of artificial intelligence agents in massively multiplayer on-line role-playing games (MMORPGs) is presented and analyzed. The API, which is based on results from the Large- Scale Multi-Agent Modelling of Massively Multi- Player On-Line Role- Playing Games (ModelMMORPG) project, is implemented in Smart Python Agent Development Environment (SPADE) and allows for the implementation of artificial agents which are able to play The Mana World (TMW), an open source MMORPG. The API provides access to basic player behaviours including but not limited to movement, fight, pick-up of items and interaction with non- player characters (NPCs) as well as more advanced features like interaction with other players through chat, creation of player parties and trade. The basic proposition of the API is to allow concurrent testing of various types of artificial agents in playing the game which allows for agent behaviour analysis as well as gameplay analysis.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo, Informacijske i komunikacijske znanosti



POVEZANOST RADA


Projekt / tema
HRZZ-UIP-2013-11-8537 - Višeagentno modeliranje velikih razmjera za MMORPG mrežne igre (Markus Schatten, )

Ustanove
Fakultet organizacije i informatike, Varaždin