Creative contextual dialog adaptation in an open world RPG | Zendy

Mika Hämäläinen | Zendy; Khalid Alnajjar | Zendy

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Creative contextual dialog adaptation in an open world RPG

Author(s) -

Mika Hämäläinen,

Khalid Alnajjar

Publication year - 2019

Publication title -

helda (university of helsinki)

Language(s) - English

Resource type - Conference proceedings

ISBN - 978-1-4503-7217-6

DOI - 10.1145/3337722.3341865

Subject(s) - dialog box , computer science , sequence (biology) , semantics (computer science) , flexibility (engineering) , syntax , adaptation (eye) , artificial intelligence , natural language processing , human–computer interaction , multimedia , programming language , world wide web , psychology , mathematics , neuroscience , statistics , genetics , biology

Role playing games rely typically on hand-written dialog that has no flexibility in adapting to the game state such as the level of the player. This is an even bigger problem for open world RPGs that make it possible to complete the game quests and objectives virtually in any given order. We present a computationally creative method for adapting Fallout 4 dialog to the changes in the game state using word embeddings for semantics and a BRNN for sequence-to-sequence paraphrasing of syntax.

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