AI Game Development: Synthetic Creatures With Learning and Reactive Behaviors by Alex J. Champandard
Author:Alex J. Champandard
Language: eng
Format: mobi
Tags: Personal Computers, Video & Electronic, Computers, General, Hardware, Games, Intelligence (AI) & Semantics
ISBN: 9781592730049
Publisher: New Riders
Published: 2003-09-15T16:41:12+00:00
Only learn examples that are unacceptable—adapting the representation so the result becomes acceptable. By loosening the criteria defining valid results, the system will not be as accurate, but will allow better generalization.
Decrease the learning rate over time to maintain consistency. This cooling schedule can take into account the system's performance.
Generally, the designer has the most control by trading off exploration and exploitation. Policy adjustment may improve system performance and reliability.
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