Integrated Learning for Interactive Synthetic Characters (2002)
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BibTeX
@MISC{Blumberg02integratedlearning,
author = {Bruce Blumberg and Marc Downie and Yuri Ivanov and Matt Berlin and Michael Patrick Johnson and Bill Tomlinson},
title = {Integrated Learning for Interactive Synthetic Characters},
year = {2002}
}
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Abstract
The ability to learn is a potentially compelling and important quality for interactive synthetic characters. To that end, we describe a practical approach to real-time learning for synthetic characters. Our implementation is grounded in the techniques of reinforcement learning and informed by insights from animal training. It simpli- es the learning task for characters by (a) enabling them to take advantage of predictable regularities in their world, (b) allowing them to make maximal use of any supervisory signals, and (c) making them easy to train by humans.
