iThink: A Library for Classical Planning in Video-Games. Academic artificial intelligence (AI) techniques have recently started to play a more central role in the development of commercial video games. In particular, classical planning methods for specifying a goal-oriented behavior have proven to be useful to game developers in an increasingly number of cases. Motivated by the fact that there is no clear standard for developing a goal-oriented behavior in video games, we present iThink, a framework that allows the use of academic techniques for classical planning in order to achieve goal-oriented behavior in a real game developing environment. In our work we focus on STRIPS, a well-studied framework for classical planning, and Unity3D, a popular game engine that is becoming an emerging standard for, so-called, “indie” game development. Except for being a useful tool for game developers, we believe that iThink can be used in education, providing a modern and fun environment for learning and experimenting with classical planning.

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  1. Anastassiou, Vassileios-Marios; Diamantopoulos, Panagiotis; Vassos, Stavros; Koubarakis, Manolis: iThink: a library for classical planning in video-games (2012) ioport