Combining AI methods for learning bots in a real-time strategy game

International Journal of Computer Games Technology

Volumn , Issue 1, 2009, Pages

  Baumgarten, Robin ^a   Colton, Simon ^a   Morris, Mark ^b  

^a IMPERIAL COLLEGE LONDON   (United Kingdom)

^b Introversion Software Ltd   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

AI TECHNIQUES; BOMBING RUN; DECISION TREE LEARNING; FINITE STATE MACHINES; HUMAN PLAYERS; OPTIMAL CONFIGURATIONS; REAL-TIME STRATEGY GAMES; SIMULATION STRATEGIES;

CASE BASED REASONING; COMPUTER SOFTWARE; DECISION TREES; EDUCATION; GAME THEORY; MILITARY OPERATIONS;

SIMULATED ANNEALING;

EID: 70849115591     PISSN: 16877047     EISSN: 16877055     Source Type: Journal    
DOI: 10.1155/2009/129075     Document Type: Article

References (12)

1. Sweetser P., Rabin S., Environmental awareness in game agents AI Game Programming Wisdom 3 2006 3 Boston, Mass, USA Charles River Media
2. Tozour P., Influence mapping Game Programming Gems 2001 2 Boston, Mass, USA Charles River Media
3. Mitchell T., Machine Learning 1997 New York, NY, USA McGraw-Hill
4. Wilhelm M. R., Ward T. L., Solving quadratic assignment problems by simulated annealing IIE Transactions 1987 19 1 107 119
5. Randall T. W. G., Cowling P. I., Baker R. J. S., Learning ship combat strategies in the commercial video game DEFCON Proceedings of the 8th Informatics Workshop for Research Students June 2007 Bradford, UK
6. Pagan M., Cunningham P., Case-based plan recognition in computer games 2689 Proceedings of the 5th International Conference on Case-Based Reasoning (ICCBR 03) June 2003 Trondheim, Norway 161 170 Lecture Notes in Artificial Intelligence
7. Spronck P. H. M., Adaptive Game AI 2005 Maastricht, The Netherlands Universitaire Pers Maastricht SIKS Dissertation Series
8. Hoang H., Lee-Urban S., Muoz-Avila H., Hierarchical plan representations for encoding strategic game AI Proceedings of the Artificial Intelligence and Interactive Digital Entertainment Conference (AIIDE 05) June 2005 Marina del Rey, Calif, USA AAAI Press
9. Chaperot B., Fyfe C., Motocross and artificial neural networks Proceedings of the 3rd Annual International Conference in Game Design and Technology (GDTW 05) November 2005 Liverpool, UK
10. Davis I., Strategies for strategy game AI Proceedings of the AAAI Spring Symposium on Artificial Intelligence and Computer Games March 1999 Palo Alto, Calif, USA 24 27
11. Orkin J., Agent architecture considerations for real-time planning in games Proceedings of the Artificial Intelligence and Interactive Digital Entertainment Conference (AIIDE 05) June 2005 Marina del Rey, Calif, USA AAAI Press
12. Muggleton S., Inductive logic programming New Generation Computing 1991 8 4 295 318