Bibliography for our works on using AI methods for the development and set-up of computer games

This is the complete bibliography of our reports and publications on using AI techniques in and for the development of computer games. When possible, we link to the papers on the publishers' web pages. If this means that you cannot get access to the papers, just send us an email with the title of the paper(s) you are interest in and we will email them to you.

Articles in books and journals:

• Paskaradevan, S. ; Denzinger, J. ; Wehr, D.:
  Learning cooperative behavior for the shout-ahead architecture,
  Web Intelligence and Agent Systems: An International Journal, Vol. 12(3), IOS Press, 2014, pp. 309-324.
  • Abstract
  • Download full paper (publisher's page)

Conference Proceedings

• Wehr, D. ; Denzinger, J.:
  Mining game logs to create a playbook for unit AIs,
  Proc. CIG 2015, Tainan, 2015, pp. 391-398
  • Abstract
  • Download full paper (publisher's page)
• Wiens, S. ; Denzinger, J. ; Paskaradevan, S.:
  Creating large numbers of game AIs by learning behavior for cooperating units,
  Proc. CIG 2013, Niagara Falls, 2013, pp. 383-390.
  • Abstract
  • Download full paper (conference's webpage)
• Paskaradevan, S. ; Denzinger, J.:
  A hybrid cooperative behavior learning method for a rule-based shout-ahead architecture,
  Proc. IAT 2012, Macao, 2012, pp. 266-273.
  • Abstract
  • Download full paper (publisher's page)
• Williams-King, D. ; Denzinger, J. ; Aycock, J. ; Stephenson, B.:
  The Gold Standard: Automatically Generating Puzzle Game Levels,
  Proc. AIIDE 2012, Palo Alto, 2012, pp. 191-196.
  • Abstract
  • Download full paper (publisher's page)
• Davison, T. ; Denzinger, J.:
  The Huddle: Combining AI Techniques to Coordinate a Player's Game Characters,
  Proc. CIG 2012, Granada, 2012, pp. 203-210.
  • Abstract
  • Download full paper (conference's page)
• Blackadar, M. ; Denzinger, J.:
  Behavior Learning-based Testing of Starcraft Competition Entries,
  Proc. AIIDE 2011, Palo Alto, 2011, pp. 116-121.
  • Abstract
  • Download full paper (publisher's page)
• Nygren, N. ; Denzinger, J. ; Stephenson, B. ; Aycock, J.:
  User-preference-based automated level generation for platform games,
  Proc. CIG 2011, Seoul, 2011, pp. 55-62.
  • Abstract
  • Download full paper (publisher's webpage)
• Atalla, M. ; Denzinger, J.:
  Improving Testing of Multi-Unit Computer Players for Unwanted Behavior using Coordination Macros,
  Proc. CIG-09, Milan, 2009, pp. 355-362.
  • Abstract
  • Download full paper (publisher's page)
• Fink, A. ; Denzinger, J. ; Aycock, J.:
  Extracting NPC behavior from computer games using computer vision and machine learning techniques,
  Proc. CIG-07, Hawaii, IEEE Press, 2007, pp. 24-31.
  • Abstract
  • Download full paper (129 Kbytes)
• Denzinger, J. ; Loose, K. ; Gates, D. ; Buchanan, J.:
  Dealing with parameterized actions in behavior testing of commercial computer games,
  Proc. IEEE 2005 Symposium on Computational Intelligence and Games (CIG-05), Colchester, 2005, pp. 51-58.
  • Abstract
  • Download full paper (293 Kbytes)
• Denzinger, J. ; Winder, C.:
  Combining coaching and learning to create cooperative character behavior,
  Proc. IEEE 2005 Symposium on Computational Intelligence and Games (CIG-05), Colchester, 2005, pp. 78-85.
  • Abstract
  • Download full paper (261 Kbytes)
• Chan, B. ; Denzinger, J. ; Gates, D. ; Loose, K. ; Buchanan, J.:
  Evolutionary behavior testing of commercial computer games,
  Proc. CEC 2004, Portland, 2004, pp. 125-132.
  • Abstract
  • Download full paper (395 KBytes)

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Last Change: 21/3/2017