Path Planning for Non-Playable Characters in Arcade Video Games using the Wavefront Algorithm
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Date
2020-11-18
Authors
Ortega Vargas, Álvaro José
Serrano, Jairo E.C.
Castellanos Acuña, Leonardo
Martínez-Santos, Juan Carlos
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Abstract
Search and planning is a common Artificial Intelligence task on videogames development. This exercise covers the design of Non-player character (NPC) behavior, content generation, and narrative's construction. This work focus on NPC behavior, specifically on path planning. This paper presents an implementation of an arcade videogame (Ms. Pacman type) with Unity, where the NPC's behavior (Ghosts) applies the Wavefront algorithm to find the shortest path to the Player Character (Mr. Pacman). This algorithm is an alternative to traditional algorithms the Djikstra algorithm and A-star used to solve this problem.
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Á. J. O. Vargas, J. E. C. Serrano, L. C. Acuña and J. C. Martinez-Santos, "Path Planning for Non-Playable Characters in Arcade Video Games using the Wavefront Algorithm," 2020 IEEE Games, Multimedia, Animation and Multiple Realities Conference (GMAX), Barranquilla, Colombia, 2020, pp. 1-5, doi: 10.1109/GMAX49668.2020.9256835.