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References
Aha, D. W., Muñoz-Avila H. M., & van Lent, M. (Eds.), (2005). Reasoning, representation, and learning in computer games: Proceedings of the IJCAI workshop. Edinburgh, Scotland: Naval Research Laboratory, Navy Center for Applied Research in Artificial Intelligence. Technical Report AIC-05-127.
Billings, D., Peña, L., Schaeffer, J., & Szafron, D. (2002). The challenge of poker. Artificial Intelligence, 134(1–2), 201–240, Special Issue on Games, Computers and Artificial Intelligence.
Bourg, D. M., & Seemann G. (2004). AI for game developers—Creating intelligent behavior in games. O’Reilly.
Champanard, A. (2003). AI game development. New Riders Publishing.
Collins, M. (2002). Advanced AI game development. Wordware Publishing Inc.
Forbus, K. D., & Laird J. E. (2002). Guest editors’ introduction: AI and the entertainment industry. IEEE Intelligent Systems, 17(4), 15–16.
Fu, D. & Orkin J. (Eds.), (2004). Challenges of game AI: Proceedings of the AAAI-04 workshop. AAAI Press. Technical Report WS-04-04.
Fürnkranz, J. (2001). Machine learning in games: A survey. In (Fürnkranz and Kubat, 2001), (pp. 11–59).
Fürnkranz, J., & Kubat M. (Eds.), (2001). Machines that learn to play games. Huntington, NY: Nova Science Publishers.
Ginsberg, M. L. (1998). Computers, games and the real world. Scientific American Presents 9:4. Special Issue on Exploring Intelligence/.
Ginsberg, M. L. (1999). GIB: Steps toward an expert-level bridge-playing program. In Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI-99), (pp. 584–589), Stockholm, Sweden.
Laird, J. E., & van Lent, M. (2001). Human-level AI’s killer application: Interactive computer games. AI Magazine, 22(2), 15–26.
Nunn, J. (1992). Secrets of rook endings. Batsford.
Nunn, J. (1994a). Extracting information from endgame databases. In H. J. van den Herik, I. S. Herschberg, and J. W. H. M. Uiterwijk (Eds.), Advances in computer chess 7, (pp. 19–34). Maastricht, The Netherlands: University of Limburg.
Nunn, J. (1994b). Secrets of pawnless endings. Batsford.
Nunn, J. (1995). Secrets of minor-piece endings. Batsford.
Rabin, S. (Ed.), (2002). AI game programming wisdom. Charles River Media.
Rabin, S. (Ed.), (2003). AI game programming wisdom 2. Charles River Media.
Rabin, S. (Ed.), (2006). AI game programming wisdom 3. Charles River Media.
Samuel, A. L. (1959). Some studies in machine learning using the game of checkers. IBM Journal of Research and Development, 3(3), 211–229.
Samuel, A. L. (1967). Some studies in machine learning using the game of checkers. II—Recent progress. IBM Journal of Research and Development, 11(6), 601–617.
Schaeffer, J. (2000). The games computers (and people) play. In M. V. Zelkowitz (Ed.), Advances in computers, vol. 50, (pp. 189–266). Academic Press.
Schaeffer, J., & van den Herik, H. J. (Eds.), (2002). Chips challenging champions: Games, computers and artificial intelligence. North-Holland Publishing. Reprint of a Special Issue of Artificial Intelligence, 134(1–2).
Schwab, B. (2004). AI game engine programming. Charles River Media.
Spall, J. C. (1992). Multivariate stochastic approximation using a simultaneous perturbation gradient approximation. IEEE Transactions on Automatic Control, 37, 332–341.
Tesauro, G. (1995). Temporal difference learning and TD-Gammon. Communications of the ACM, 38(3), 58–68.
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Bowling, M., Fürnkranz, J., Graepel, T. et al. Machine learning and games. Mach Learn 63, 211–215 (2006). https://doi.org/10.1007/s10994-006-8919-x
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DOI: https://doi.org/10.1007/s10994-006-8919-x
