Subgoal graphs for optimal pathfinding in eight-neighbor grids

作者: Tansel Uras , Sven Koenig , Carlos Hernández

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摘要: Grids are often used to represent maps in video games. In this paper, we propose a method for preprocessing eight-neighbor grids generate subgoal graphs and show how can be find shortest paths fast. We place subgoals at the corners of obstacles (similar visibility graphs) add those edges between that necessary finding paths, while ensuring each edge connects only easily reachable from one another. describe by first high-level through then low-level consecutive on path. Our was ten entries Grid-Based Path Planning Competition 2012. Among all optimal path planners, ours fastest complete required least amount memory.

参考文章(13)
Yngvi Björnsson, Kári Halldórsson, Improved heuristics for optimal pathfinding on game maps national conference on artificial intelligence. pp. 9- 14 ,(2006)
Daniel Harabor, Alban Grastien, Online graph pruning for pathfinding on grid maps national conference on artificial intelligence. pp. 1114- 1119 ,(2011)
Nathan R. Sturtevant, Ariel Felner, Neil Burch, Jonathan Schaeffer, Max Barrer, Memory-based heuristics for explicit state spaces international joint conference on artificial intelligence. pp. 609- 614 ,(2009)
Nir Pochter, Jeffrey S. Rosenschein, Ariel Felner, Aviv Zohar, Search space reduction using swamp hierarchies national conference on artificial intelligence. pp. 155- 160 ,(2010)
Peter Hart, Nils Nilsson, Bertram Raphael, A Formal Basis for the Heuristic Determination of Minimum Cost Paths IEEE Transactions on Systems Science and Cybernetics. ,vol. 4, pp. 100- 107 ,(1968) , 10.1109/TSSC.1968.300136
V. Bulitko, Y. Björnsson, R. Lawrence, Case-based subgoaling in real-time heuristic search for video game pathfinding Journal of Artificial Intelligence Research. ,vol. 39, pp. 269- 300 ,(2010) , 10.1613/JAIR.3076
Tomás Lozano-Pérez, Michael A. Wesley, An algorithm for planning collision-free paths among polyhedral obstacles Communications of the ACM. ,vol. 22, pp. 560- 570 ,(1979) , 10.1145/359156.359164
Nathan Sturtevant, Michael Buro, Partial pathfinding using map abstraction and refinement national conference on artificial intelligence. pp. 1392- 1397 ,(2005)
Daniel Harabor, Adi Botea, Breaking path symmetries on 4-connected grid maps national conference on artificial intelligence. pp. 33- 98 ,(2010)
Adi Botea, Ultra-fast optimal pathfinding without runtime search national conference on artificial intelligence. pp. 122- 127 ,(2011)