Designing a reinforcement learning-based adaptive ai for large-scale strategy games

Proceedings of the 2nd Artificial Intelligence and Interactive Digital Entertainment Conference, AIIDE 2006

Volumn , Issue , 2006, Pages 121-123

  Madeira, Charles ^a   Corruble, Vincent ^a   Ramalho, Geber ^b  

^a UNIVERSITÉ PIERRE ET MARIE CURIE   (France)

^b FEDERAL UNIVERSITY OF PERNAMBUCO   (Brazil)

Author keywords

[No Author keywords available]

Indexed keywords

GAME STRATEGIES; INTEGRATED LEARNING; STATE-OF-THE-ART TECHNIQUES; STRATEGY GAMES; WARGAMES;

ARTIFICIAL INTELLIGENCE; HUMAN COMPUTER INTERACTION;

REINFORCEMENT LEARNING;

EID: 71049121079     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. Buro, M. 2003. Real-Time Strategy Games: A new AI Research Challenge. In Proceedings of the Eighteenth International Joint Conference on Artificial Intelligence, Acapulco, Mexico, 2003.
2. Corruble V. 2000. AI approaches to developing strategies for wargame type simulations. AAAI Fall Symposium on Simulating Human Agents. Cape Cod, USA.
3. Grindle, C., Lewis, M., Glinton, R., Giampapa, J., Owens, S., and Sycara, K. 2004. Automating Terrain Analysis: Algorithms for Intelligence Preparation of the Battlefield. In Proceedings of the Human Factors and Ergonomics Society, Santa Monica, CA.
4. Guestrin, C., Koller, D., Gearhart, C., and Kanodia, N. 2003. Generalizing Plans to New Environments in Relational MDPs. In Proceedings of the Eighteenth International Joint Conference on Artificial Intelligence, Acapulco, Mexico.
5. Madeira, C., Corruble, V., and Ramalho, G. 2005. Generating Adequate Representations for Learning from Interaction in Complex Multiagent Simulations. In Proceedings of the IEEE/WIC/ACM International Joint Conference on Intelligent Agent Technology, 512-515, Compiègne, France.
6. Nareyek, A. 2004. AI in Computer Games. ACM Queue, 1(10).
7. Rabin, S. 2002. AI Game Programming Wisdom. Charles River.
8. Ratitch, B., and Precup, D. 2002. Characterizing Markov Decision Process. In Proceedings of the Thirteenth European Conference on Machine Learning, Finland.
9. Schaeffer, J., and van den Herik, H. 2002. Games, computers, and artificial intelligence. Artificial Intelligence, 134(1-2):1-8.
10. Stone, P. 2000. Layered Learning in Multi-agent Systems: A Winning Approach to Robotic Soccer. MIT Press.
11. Sutton, R., and Barto, A. 1998. Reinforcement Learning: An Introduction. Cambridge, MA: MIT Press.
12. Tesauro, G. 2002. Programming backgammon using self-teaching neural nets. Artificial Intelligence, 134(1-2), 181-199.