DFA Learning of Opponent Strategies

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.1

• Type: Conference
• Year: 1998
• Where: FLAIRS
• Authors: Gilbert L. Peterson, Diane J. Cook
• Keywords: Artificial Intelligence, FLAIRS 1998, Learning Algorithm, RPNI Algorithm, Utility Update Algorithm