ML Anthology

Creating Model-Based Adaptive Environments Using Game-Specific and Game-Independent Analytics

Brent Edward Harrison
AAAI 2013 pp. 1666-1667
doi:10.1609/AAAI.V27I1.8503 /aaai/2013/harrison2013aaai-creating/

Abstract

My research involves creating and evaluating adaptive game environments using player models created with data-driven techniques and algorithms. I hypothesize that I will be able to change parts of a game to elicit certain behaviors from players, and that these changes will also result in an increase of engagement and/or intrinsic motivation. Initial results in my testbed game, Scrabblesque, indicate that data-driven models and techniques can be used to influence player behavior and that these changes in play behavior manifest themselves as an increase in engagement and intrinsic motivation.

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Cite

Text

Harrison. "Creating Model-Based Adaptive Environments Using Game-Specific and Game-Independent Analytics." AAAI Conference on Artificial Intelligence, 2013. doi:10.1609/AAAI.V27I1.8503

Markdown

[Harrison. "Creating Model-Based Adaptive Environments Using Game-Specific and Game-Independent Analytics." AAAI Conference on Artificial Intelligence, 2013.](https://mlanthology.org/aaai/2013/harrison2013aaai-creating/) doi:10.1609/AAAI.V27I1.8503

BibTeX

@inproceedings{harrison2013aaai-creating,
  title     = {{Creating Model-Based Adaptive Environments Using Game-Specific and Game-Independent Analytics}},
  author    = {Harrison, Brent Edward},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2013},
  pages     = {1666-1667},
  doi       = {10.1609/AAAI.V27I1.8503},
  url       = {https://mlanthology.org/aaai/2013/harrison2013aaai-creating/}
}