Published:
May 1998
Proceedings:
Proceedings of the Eleventh International Florida Artificial Intelligence Research Society Conference (FLAIRS 1998)
Volume
Issue:
Proceedings of the Eleventh International Florida Artificial Intelligence Research Society Conference (FLAIRS 1998)
Track:
All Papers
Downloads:
Abstract:
This work studies the control of robots in the adversarial world of "Hunt the Wumpus." The hybrid learning algorithm which controls the robots behavior is a combination of a modified RPNI algorithm, and a utility update algorithm. The modified RPNI algorithm is a DFA learning algorithm, to learn opponents’ strategies. An utility update algorithm is used to quickly derive a successful conclusion to the mission of the agent using information gleaned from the modified RPNI.
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FLAIRS
Proceedings of the Eleventh International Florida Artificial Intelligence Research Society Conference (FLAIRS 1998)
ISBN 978-1-57735-051-4
Published by The AAAI Press, Menlo Park, California