QASE: An integrated API for imitation and general AI research in commercial computer games

Proceedings of CGAMES 2005 - 7th International Conference on Computer Games: Artificial Intelligence, Animation, Mobile, Educational and Serious Games

Volumn , Issue , 2005, Pages 207-214

  Gorman, Bernard ^a   Fredriksson, Martin ^b   Humphrys, Mark ^a  

^a DUBLIN CITY UNIVERSITY   (Ireland)

^b BLEKINGE INSTITUTE OF TECHNOLOGY   (Sweden)

Author keywords

API; Artificial intelligence; Education; Game bots; Imitation; Intelligent agents; Machine learning

Indexed keywords

ANIMATION; APPLICATION PROGRAMMING INTERFACES (API); ARTIFICIAL INTELLIGENCE; COMPUTER GAMES; EARTHQUAKES; EDUCATION; INTELLIGENT AGENTS; LEARNING SYSTEMS;

AGENT SIMULATION; AGENT-BASED SYSTEMS; API; GAME BOTS; IMITATION; IMITATION LEARNING; IMPORTANT FEATURES; UNDERGRADUATE COURSES;

EXPERIMENTS;

EID: 33749673564     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (18)

1. Bauckhage C, Thurau C. & Sagerer G. (2003): Learning Humanlike Opponent Behaviour for Interactive Computer Games, Pattern Recognition, Vol 2781.
2. Byrne, R.W. and Russon, A.E. "Learning by Imitation: A Hierarchical Approach", Behavioral and Brain Sciences (1998) 21, 667-721.
3. Elkan, C. "Using the Triangle Inequality to Accelerate k-Means", Proc. 20th International Conference on Machine Learning 2003.
4. Fairclough, C., Fagan, M., MacNamee, B and Cunningham, P. Research Directions for AI in Computer Games. Technical report, 2001.
5. Floyd, R.W., Algorithm 97, Shortest path, Comm. ACM. 5(6), 1962, 345.
6. Girlich, U., Unofficial Quake 2 DM2 Format Description, 2000.
7. Gorman, B & Humphrys, M: "Towards Integrated Imitation of Strategic Planning and Motion Modelling in Interactive Computer Games", Proc. 3rd Intl. Conf. in Computer Game Design & Technology, GDTW05 (forthcoming).
8. Hartley, T, Mehdi, Q and Gough, N. "Applying Markov Decision Processes to 2D Real-Time Games", Proc. CGAIDE 2004: p55-59.
9. Hollnagel, E. (1993) Human reliability analysis: Context and control. L:AP.
10. Jenkins, OC and Mataric, MJ "Deriving Action and Behavior Primitives from Human Motion Data". Proc. IEEE/RSJ IROS-2002, pages 2551-2556.
11. Laird, J. E. and Lent, M. (2000). Interactive Computer Games: Human- Level AI's Killer Application. AAAI, pages 1171-1178.
12. Laird, J.E. Using a Computer Game to develop advanced AI. IEEE Computer, pages 70 -75, July 2001.
13. Martinez, T. and Schulten, K. (1991). A neural gas network learns topologies. In Artificial Neural Networks. Elseviers Science Publishers.
14. Naraeyek, A. Computer Games - Boon or Bane for AI Research. Künstliche Intelligenz, pages 43-44, February 2004.
15. Schaal, S. Is imitation learning the route to humanoid robots? Trends in Cognitive Sciences, 3(6):233-242, 1999.
16. Sklar, E., AD Blair, P Funes & J. Pollack, 1999: Training Intelligent Agents Using Human Internet Data, 1st Asia-Pacific IAT.
17. Thurau, C., C. Bauckhage & G. Sagerer 2004a: Learning Humanlike Movement Behaviour for Computer Games, in Proc. 8th Intl. SAB Conf.
18. Thurau, C., C. Bauckhage & G. Sagerer 2004b: Synthesising Movement for Computer Games, in Pattern Recognition, Vol. 3175 of LCNS Springer.