论文信息 - Research Directions for AI in Computer Games

Research Directions for AI in Computer Games

The computer games industry is now bigger than the film industry. Until recently, technology in games was driven by a desire to achieve real-time, photo-realistic graphics. To a large extent, this has now been achieved. As game developers look for new and innovative technologies to drive games development, AI is coming to the fore. This paper will examine how sophisticated AI techniques, such as those being used in mainstream academic research, can be applied to computer games and introduce three projects doing just that.

[1] James R. Meehan,et al. The Metanovel: Writing Stories by Computer , 1976, Outstanding Dissertations in the Computer Sciences.

[2] Craig W. Reynolds. Flocks, herds, and schools: a distributed behavioral model , 1987, SIGGRAPH.

[3] Joseph Bates,et al. Towards a theory of narrative for interactive fiction , 1989 .

[4] Kenneth D. Forbus,et al. Qualitative Spatial Reasoning: The Clock Project , 1991, Artif. Intell..

[5] J. Bates,et al. Building Emotional Agents , 1992 .

[6] Joseph Bates,et al. The nature of characters in interactive worlds and the oz project , 1992 .

[7] Peter Norvig,et al. Artificial Intelligence: A Modern Approach , 1995 .

[8] Bryan Stout,et al. Smart Moves: Intelligent Pathfinding , 1998 .

[9] Boris Kerkez,et al. Incremental Case-Based Plan Recognition Using State Indices , 2001, ICCBR.

[10] Brian Mac Namee,et al. A Proposal for an Agent Architecture for Proactive Persistent Non Player Characters , 2001 .

[11] John E. Laird,et al. Human-Level AI's Killer Application: Interactive Computer Games , 2000, AI Mag..

[12] Kenneth D. Forbus,et al. How qualitative spatial reasoning can improve strategy game AIs , 2002, IEEE Intelligent Systems.