Interactively evolved modular neural networks for game agent control

2008 IEEE Symposium on Computational Intelligence and Games, CIG 2008

Volumn , Issue , 2008, Pages 167-174

  Reeder, John ^a   Miguez, Roberto ^a   Sparks, Jessica ^b   Georgiopoulos, Michael ^a   Anagnostopoulos, Georgios ^c  

^a UNIVERSITY OF CENTRAL FLORIDA   (United States)

^b PURDUE UNIVERSITY   (United States)

^c FLORIDA INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

3D ENGINE; AGENT CONTROL; CONTROL POLICY; EXPLORATION AND EXPLOITATION; MODULAR NEURAL NETWORKS; MODULARIZED; ON-LINE PERFORMANCE; SELECTION MECHANISM; SIMULATED AGENTS; TEMPORAL DIFFERENCE LEARNING; TIME EVOLUTIONS; TIME SPENT; TRAINING TECHNIQUES; VIDEO GAME;

ARTIFICIAL INTELLIGENCE; GAME THEORY;

THREE DIMENSIONAL COMPUTER GRAPHICS;

EID: 69249167604     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CIG.2008.5035636     Document Type: Conference Paper

References (9)

1. K. O. Stanley and R. Miikkulainen, "Evolving neural networks through augmenting topologies," Evolutionary Computation, vol. Vol. 2, no. No. 10, pp. 99-127, 2002.
2. K. O. Stanley, B. D. Bryant, and R. Miikkulainen, "Real-time neuroevolution in the NERO video game," IEEE Transactions on Evolutionary Computation, vol. Vol. 9, no. No. 6, December 2005.
3. S. Whiteson and P. Stone, "Evolutionary function approximation for reinforcement learning," Journal of Machine Learning Research, vol.Vol. 7, pp. 877-917, May 2006.
4. "XNA," http://www.xna.com/, 2007.
5. "XNA Creators Club Online," http://creators.xna.com/, 2008.
6. "Net Rumble download page," http://creators.xna.com/enus/ starterkit/netrumble, December 2007.
7. L. P. Kaelbling, M. L. Littman, and A. W. Moore, "Reinforcement learning: A survey," Journal of Artificial Intelligence Research, vol.Vol. 4, pp. 237-285, May 1996.
8. J. Reisinger, K. O. Stanley, and R. Miikkulainen, "Evolving reusable neural modules," Springer-Verlag Berlin Heidelberg, pp. 69-81, 2004.
9. H. Takagi, "Interactive evolutionary computation: Fusion of the capabilities of EC optimization and human evaluation," IEEE, 2001.