Artificial intelligence for adaptive computer games

Proceedings of the Twentieth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2007

Volumn , Issue , 2007, Pages 22-29

  Ram, Ashwin ^a   Ontañón, Santiago ^a   Mehta, Manish ^a  

^a Georgia Institute of Technology   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE SYSTEMS; GAME THEORY; INTERACTIVE COMPUTER SYSTEMS; STRATEGIC PLANNING;

ADAPTIVE COMPUTER GAMES; MEDICAL TRAINING; SOCIAL CONSCIOUSNESS; STRATEGIC BEHAVIOR PLANNING;

ARTIFICIAL INTELLIGENCE;

EID: 37349130578     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (33)

1. Aamodt, A., and Plaza, E. 1994. Case-based reasoning: Foundational issues, methodological variations, and system approaches. Artificial Intelligence Communications 7(1):39-59.
2. Aha, D. W., and Wilson, D. 2005. Computer gaming and simulation environments: Papers from the ICCBR workshop. Technical Report, DePaul University, Chicago, IL.
3. Aha, D.; Molineaux, M.; and Ponsen, M. 2005. Learning to win: Case-based plan selection in a real-time strategy game. In ICCBR'2005, number 3620 in LNCS, 5-20. Springer-Verlag.
4. Aha, D. W; Munoz-Avila, H.; and van Lent, M. 2005. Reasoning, representation, and learning in computer games: Papers from the IJCAI workshop. Technical Report AIC-05-127, Washington DC: Naval Research Laboratory, Navy Center for Applied Research in Artificial Intelligence.
5. Bartneck, C. 2002. Integrating the occ model of emotions in embodied characters. In Proceedings of the Workshop on Virtual Conversational Characters: Applications, Methods, and Research Challenges.
6. Buro, M. 2003. Real-time strategy games: A new AI research challenge. In IJCAI 2003, 1534-1535. Morgan Kaufmann.
7. Cheng, D. C., and Thawonmas, R. 2004. Case-based plan recognition for real-time strategy games. In Proceedings of the 5th Game-On International Conference, 36-40.
8. Cushing, W., and Kambhampati, S. 2005. Replanning: A new perspective. In Proceedings of ICAPS.
9. Epic Games. 2004. Unreal tournament 2004, http ://www. unrealtournament.com.
10. Gentry, M. S. 1998. Anchorhead. available online at http://www.wurb.com/ if/game/17.html.
11. Hammond, K. F. 1990. Case based planning: A framework for planning from experience. Cognitive Science 14(3):385-443.
12. Isbister, K., and Doyle, P. 2001. Toward the holodeck: Integrating graphics, sound, character, and story. In Proceedings of the Fifth International Conference on Autonomous Agents, 409-416.
13. Isbister, K., and Doyle, P. 2003. Web guide agents: Narrative context with character. In Mateas, M., and Sengers, P., eds., Narrative Intelligence, 229-243.
14. Kolodner, J. 1993. Case-Based Reasoning. San Mateo, CA: Morgan Kaufmann.
15. Laird, J. E., and van Lent, M. 2000. Human-level AI's killer application: Interactive computer games. In AAAI 2000, 1171-1178.
16. Lester, J., and Stone, B. 1997. Increasing believability in animated pedagogical agents. In First International Conference on Autonomous Agents, 16-21.
17. Lester, J., and Stone, B. 1998. Integrating reactive and scripted behaviors in a life-like presentation agent. In Proceedings of the Second International Conference on Autonomous Agents, 261-268.
18. Loyall, B. 1997. Believable Agents: Building Interactive Personalities. Ph.D. Dissertation, Carnagie Mellon University.
19. Magerko, B.; Laird, J.; Assanie, M.; Kerfoot, A.; and Stokes, D. 2004. AI characters and directors for interactive computer games. In Proceedings of the 2004 Innovative Applications of Artificial Intelligence Confercence.
20. Mateas, M., and Stern, A. 2002. A behavior language for story-based believable agents. IEEE intelligent systems and their applications 17(4):39-47.
21. Mateas, M., and Stern, A. 2003. Integrating plot, character, and natural language processing in the interactive drama façade. In Proceedings of the 1st International Conference on Technologies for Interactive Digical Storytelling and Entertainment.
22. Nelson, M.; Roberts, D.; Isbell, C.; and Mateas, M. 2006. Reinforcement learning for declarative optimization-based drama management. In AAMAS 2006, 775-782.
23. Rabin, S. 2002. AI Game Programming Wisdom. Charles River Media.
24. Rabin, S. 2004. AI Game Programming Wisdom II. Charles River Media.
25. Rieber, L. P. 1996. Seriously considering play: Designing interactive learning environments based on the blending of microworlds, simulations, and games. Educational Technology Research and Development 44(2):43-58.
26. Sawyer, B. 2003. Serious games: Improving public policy through game-based learning and simulation. Whitepaper for the Woodrow Wilson International Center for Scholars.
27. Schaeffer, J. 2001. A gamut of games. AI Magazine 22(3):29-46.
28. Sharma, M.; Homes, M.; Santamaria, J.; Irani, A.; Isbell, C.; and Ram, A. 2007a. Transfer learning in real time strategy games using hybrid CBR/RL. In IJCAI 2007, 1401-1406.
29. Sharma, M.; Ontañón, S.; Strong, C.; Mehta, M.; and Ram, A. 2007b. Towards player preference modeling for drama management in interactive stories. In FLAIRS 2007.
30. Spronck, P. 2005. Adaptive game AI. Ph.D. Dissertation, Maastricht University.
31. Weyhrauch, P. 1997. Guiding Interactive Drama. Ph.D. Dissertation, Carnagie Mellon University.
32. Woodcock, S. 2005. Game AI: The state of the industry, available online at http://www.gamasutra.com/features/20001101/.
33. Zang, P.; Mehta, M.; Mateas, M.; and Ram, A. 2007. Towards runtime behavior adaptation for embodied characters. In IJCAI'2007, 1557-1562.