A modular parametric architecture for the TORCS racing engine

  • Enrique Onieva*
  • , David A. Pelta
  • , J. Alonso
  • , V. Milanés
  • , J. Pérez
  • *Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

58 Citations (Scopus)

Abstract

This paper presents our approach to TORCS Car Racing Competition 2009, it is based on a complete modular architecture capable of driving automatically a car along a track with or without oppents. The architecture is composed of five simple modules being each one responsible for a basic aspect of car driving. The modules control gear shiftings, steer movements and pedals positions by using of simple functions meanwhile the allowed speed in a certain track segment is managed by a simple TSK fuzzy system. Additionally, a module is in charge of modifying outputs' values in case of other cars presence in the environment, with the aim to overtake and avoid collisions with other cars. As a first approach, we provide a "hand-tuned" version of the controllers that allow to achieve very good results, and excellent ones in some particular tracks when compared with last year's competitors. The modules are highly intuitive and these preliminary results open the way to apply soft computing techniques to perform an automatic parameters adjustment for future competitions. Moreover, the modularity of the architecture will allow us to replace or add modules in future, as a way to enhance particular features of the controller.

Original languageEnglish
Title of host publicationCIG2009 - 2009 IEEE Symposium on Computational Intelligence and Games
Pages256-262
Number of pages7
DOIs
Publication statusPublished - 2009
Externally publishedYes
EventCIG2009 - 2009 IEEE Symposium on Computational Intelligence and Games - Milano, Italy
Duration: 7 Sept 200910 Sept 2009

Publication series

NameCIG2009 - 2009 IEEE Symposium on Computational Intelligence and Games

Conference

ConferenceCIG2009 - 2009 IEEE Symposium on Computational Intelligence and Games
Country/TerritoryItaly
CityMilano
Period7/09/0910/09/09

Fingerprint

Dive into the research topics of 'A modular parametric architecture for the TORCS racing engine'. Together they form a unique fingerprint.

Cite this