Uniform versus Gaussian mutators in automatic generation of game AI in Ms. Pac-Man using hill-climbing

This paper explores the idea of combining the hillclimbing concept into feed-forward artificial neural networks (ANN) to develop intelligent controllers to play the Ms. Pacman game. The resulting algorithm is referred to as the HillClimbingNet. A comparison with a random system, called RandNet is co...

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Bibliographic Details
Main Authors: Tse, Guan Tan, Teo, Jason Tze Wi, Patricia Anthony
Format: Conference or Workshop Item
Published: 2010