Imitative learning of combat behaviours in first-person computer gameS

Proceedings of CGAMES 2007 - 10th International Conference on Computer Games: AI, Animation, Mobile, Educational and Serious Games

Volumn , Issue , 2007, Pages 85-90

  Gorman, Bernard ^a   Humphrys, Mark ^a  

^a DUBLIN CITY UNIVERSITY   (Ireland)

Author keywords

Agent; Artificial intelligence; Bot; Combat; First person; Game; Imitation; Machine learning; Neural network; QASE; Quake; Virtual world

Indexed keywords

AGENTS; ANIMATION; ARTIFICIAL INTELLIGENCE; BEHAVIORAL RESEARCH; INTELLIGENT AGENTS; INTERACTIVE COMPUTER GRAPHICS; LEARNING SYSTEMS; NEURAL NETWORKS; VIRTUAL REALITY;

BOT; COMBAT; FIRST PERSON; GAME; IMITATION; QASE; QUAKE; VIRTUAL WORLDS;

COMPUTER GAMES;

EID: 84886585811     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (16)

1. Bauckhage C, Thurau C. & Sagerer G 2003 "Learning Humanlike Opponent Behaviour for Interactive Computer Games", in Pattern Recognition, Vol 2781.
2. Bauckhage C. and Thurau C. 2004 "Towards a Fair 'n Square Aimbot - Using Mixtures of Experts to Learn Context Aware Weapon Handling", In Proc. GAME-ON, pages 20-24.
3. Dillmann, R., Kaiser, M. and Ude, A. 1995 "Acquisition of elementary robot skills from human demonstration" in Proc International Symposium on Intelligent Robotic Systems (SIRS'95) (pp. 1-38).
4. Fairclough, C., Fagan, M., MacNamee, B and Cunningham, P. 2001 "Research Directions for AI in Computer Games",. Technical report, TCD.
5. Fod, A., Mataric, M., Jenkins, O. 2002 "Automated Derivation of Primitives for Movement Classification",. Autonomous Robots 12(1) 39-54.
6. Gorman, B., Fredriksson, M. and Humphrys, M 2005 "QASE - An Integrated API for Imitation and General AI Research in Commercial Computer Games", In Proc. 7th International Conference on Computer Games, pgs201-207.
7. Gorman, B. and Humphrys, M 2005 "Towards Integrated Imitation of Strategic Planning and Motion Modelling in Interactive Computer Games", In Proc. 3rd ACM International Conference in Computer Game Design and Technology (GDTW 05), pages 92-99.
8. Gorman B, Thurau C, Bauckhage C, and Humphrys M: 2006a "Bayesian Imitation of Human Behavior in Interactive Computer Games", In Proc. of the Int. Conf. on Pattern Recognition (ICPR'06), volume 1, pages 1244-1247. IEEE, 2006.
9. Gorman B, Thurau C, Bauckhage C, and Humphrys M 2006b "Believability Testing and Bayesian Imitation in Interactive Computer Games", In Proc. 9th Int. Conf. on the Simulation of Adaptive Behavior (SAB'06), pages 655-666, volume LNAI. Springer, 2006.
10. Hayes G, Demiris J. 1994 "A Robot Controller Using Learning by Imitation" In: Proc. of the 2nd Int. Symposium on Intelligent Robotic Systems 198-204.
11. Hollnagel, E. 1993 "Human reliability analysis: Context and control", L:AP.
12. Jenkins, OC and Mataric, MJ "Deriving Action and Behavior Primitives from Human Motion Data". in Proc. IEEE/RSJ IROS-2002, pages 2551-2556.
13. Laird, J. E. and v. Lent, M. 2000 "Interactive Computer Games: Human-Level AI's Killer Application", AAAI, pages 1171-1178.
14. Laird, J.E. 2001 "Using a Computer Game to develop advanced AI", IEEE Computer, pages 70 -75, July 2001.
15. Schaal, S. 1999 "Is Imitation Learning the Route to Humanoid Robots?" Trends in Cognitive Sciences 3(6) 233-242.
16. Thurau, C., C. Bauckhage & G. Sagerer 2004b: "Synthesising Movement for Computer Games", in Pattern Recognition, Vol. 3175 of LCNS Springer.