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LEARNING FROM DEMONSTRATION IN A GAME ENVIRONMENT

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Darmok 2 is a Case-Based Reasoning AI designed to learn from demonstration. Using the Brood War API and the Java Native Interface, we adapted Darmok 2 to work with the Real-Time Strategy game StarCraft: Brood War. Adapting Darmok 2 to a robust competitive strategy game allowed us to demonstrate its learning capabilities, assess its performance and limitations, and suggest improvements to its architecture.

  • This report represents the work of one or more WPI undergraduate students submitted to the faculty as evidence of completion of a degree requirement. WPI routinely publishes these reports on its website without editorial or peer review.
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  • E-project-042612-100620
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  • 2012
Date created
  • 2012-04-26
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