SBC - Proceedings of SBGames 2013 Computing Track – Full Papers Evaluating dynamic difficulty adaptivity in shoot’em up games Bruno Baere` Pederassi Lomba de Araujo and Bruno Feijo´ VisionLab/ICAD Dept. of Informatics, PUC-Rio Rio de Janeiro, RJ, Brazil
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[email protected] Abstract—In shoot’em up games, the player engages in a up game called Zanac [12], [13]2. More recent games that solitary assault against a large number of enemies, which calls implement some kind of difficulty adaptivity are Mario Kart for a very fast adaptation of the player to a continuous evolution 64 [40], Max Payne [20], the Left 4 Dead series [53], [54], of the enemies attack patterns. This genre of video game is and the GundeadliGne series [2]. quite appropriate for studying and evaluating dynamic difficulty adaptivity in games that can adapt themselves to the player’s skill Charles et al. [9], [10] proposed a framework for creating level while keeping him/her constantly motivated. In this paper, dynamic adaptive systems for video games including the use of we evaluate the use of dynamic adaptivity for casual and hardcore player modeling for the assessment of the system’s response. players, from the perspectives of the flow theory and the model Hunicke et al. [27], [28] proposed and tested an adaptive of core elements of the game experience. Also we present an system for FPS games where the deployment of resources, adaptive model for shoot’em up games based on player modeling and online learning, which is both simple and effective.