To model or not to model: Controlling Pac-Man ghosts without incorporating global knowledge

2008 IEEE Congress on Evolutionary Computation, CEC 2008

Volumn , Issue , 2008, Pages 3464-3471

  Beume, Nicola ^a   Hein, Tobias ^a   Naujoks, Boris ^a   Neugebauer, Georg ^a   Piatkowski, Nico ^a   Preuss, Mike ^a   Stüer, Raphael ^a   Thom, Andreas ^a  

^a Faculty of Computer Science   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; BACKPROPAGATION; EQUIPMENT TESTING; EVOLUTIONARY ALGORITHMS; METROPOLITAN AREA NETWORKS; NEURAL NETWORKS;

ARTIFICIAL NEURAL NETWORKS; CHALLENGING TASKS; COMPUTATIONAL INTELLIGENCE METHODS; COMPUTER GAMES; GLOBAL KNOWLEDGES; HUMAN PLAYERS; REAL-TIME STRATEGY GAMES; TEST BEDS;

GAME THEORY;

EID: 55749087998     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2008.4631266     Document Type: Conference Paper

References (7)

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2. M. Gallagher and M. Ledwich, "Evolving pac-rnan players: Can we learn from raw input?" in Proc. of the 2007 IEEE Symposium on Computational Intelligence and Games, 2007, pp. 282-287.
3. S. Lucas, "Evolving a neural network location evaluator to play ms. pac-man," in Proc. of the 2005 IEEE Symposium on Computational Intelligence and Games, 2005, pp. 203-210.
4. M. Gallagher and A. Ryan, "Learning to play pac-rnan: An evolutionary rule-based approach," in Proc. of the 2003 Congress on Evolutionary Computation (CEC'03), 2003, pp. 2462-2469.
5. G. N. Yannakakis and J. Hallam, "Evolving opponents for interesting interactive computer games," in Proceedings of the 8th International Conference on the Simulation of Adaptive Behavior (SAB'04), 2004.
6. A. P. Engelbrecht, Computational Intelligence An Introduction. Weinheim: Wiley-VCH Verlag, 2002.
7. G. N. Yannakakis, J. Levine, and J. Hallam, "An evolutionary approach for interactive computer games," in Proc. of the 2004 Congress on Evolutionary-Computation (CEC'04), 2004.