模擬賽車遊戲中玩家個別差異之分析

The Analysis of Inter-player Difference in a Simulated Car Racing Game

邱俊予(Chun-Yu Chiu)

指導教授 ： 王才沛

國立交通大學/資訊學院/多媒體工程研究所/碩士(2011年)

https://doi.org/10.6842/NCTU.2011.01003

摘要

這篇論文的內容，是研究玩家在TORCS賽車遊戲平台上的駕駛行為。文章會從介紹研究玩家行為的原因與目的開始敘述，接著介紹TORCS賽車遊戲架構，以及一些TORCS相關的研究和其他人對賽車玩家行為的研究。每個人在駕駛賽車的行為上，都會有一些差異存在，為了研究每個玩家之間的差異，這篇論文提供一些比較各個玩家之間差異度的方法，並且用統計的方式建構出屬於一個玩家的個別模型，最後再用玩家模型做駕駛員預測實驗。

關鍵字

賽車遊戲

並列摘要

In this thesis, we research the driving behavior of players in the TORCS racing game platform. At first we introduce the reason and purpose to research player behavior, and then we introduce the TORCS racing game architecture, some TORCS-related researches and other researches on the player behavior. There are driving behavior differences between each players, this thesis provides some methods to compare different players, and construct statistical individual player models, then use player models to predict the driver of racing trajectories.

並列關鍵字

Racing Game ； TORCS

參考文獻

[1] Daniele Loiacono, Luigi Cardamone, Pier Luca Lanzi, “Simulated

[2] Enrique Onieva, David A. Pelta, Vicente Milans, Joshue Prez, "A fuzzy-rule-based driving architecture for non-player characters in a car racing game" Soft Computing - A Fusion of Foundations, Methodologies and Applications Volume 15, Number 8, pp. 1617-1629, 2011.

[3] Diego Perez, Gustavo, Yago Saez,"Evolving a Fuzzy Controller for a Car Racing Competition" Computational Intelligence and Games, pp. 263 – 270, 2009.

[4] Luigi Cardamone, Daniele Loiacono, Pier Luca Lanzi, "Evolving Competitive Car Controllers for Racing Games with Neuroevolution" GECCO '09 Proceedings of the 11th Annual conference on Genetic and evolutionary computation, pp. 1179-1186, 2009.

[5] Luigi Cardamone, Daniele Loiacono and Pier Luca Lanzi, "Applying Cooperative Coevolution to Compete in the 2009 TORCS Endurance World Championship" Evolutionary Computation (CEC), pp.1 – 8, 2010.