Percorrer por autor "Cotta, Carlos"
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- Aesthetic Terrain Programs database for creativity assessmentPublication . Frade, Miguel; Vega, F. Fernandez de; Cotta, CarlosTo speed up content creation video game industry is increasingly turning to procedural content generation methods. However, creating and fine tuning procedural algorithms is a time consuming task. To address this issue several Search-Based Procedural Content Generation (SBPCG) techniques have been devised. They propose to automatically search the right input parameters or to generate the procedure itself to produce content with the desired characteristics. In this paper we present a database with 17820 procedures generated by Genetic Terrain Programming (GTP), a SBPCG technique. Those procedures were evolved using the weighted sum of two morphological metrics to generate terrains with aesthetic appeal for video games. With this database we aim to establish a comparison base for future research regarding creativity of GTP and aesthetic terrains diversity.
- Automatic evolution of programs for procedural generation of terrains for video games: accessibility and edge length constraintsPublication . Frade, Miguel; Fernandéz de Vega, Francisco; Cotta, CarlosNowadays the video game industry is facing a big challenge: keep costs under control as games become bigger and more complex. Creation of game content, such as character models, maps, levels, textures, sound effects and so on, represent a big slice of total game production cost. Hence, the video game industry is increasingly turning to procedural content generation to amplify the cost-effectiveness of the efforts of video game designers. However, procedural methods for automated content generation are difficult to create and parametrize. In this work we study a Genetic Programming based procedural content technique to generate procedural terrains that do not require parametrization, thus, allowing to save time and help reducing production costs. Generated procedural terrains present aesthetic appeal; however, unlike most techniques involving aesthetic, our approach does not require a human to perform the evaluation. Instead, the search is guided by the weighted sum of two morphological metrics: terrain accessibility and obstacle edge length. The combination of the two metrics allowed us to find a wide range of fit terrains that present more scattered obstacles in different locations, than our previous approach with a single metric. Procedural terrains produced by this technique are already in use in a real video game.
- Breeding terrains with genetic terrain programming: the evolution of terrain generatorsPublication . Frade, Miguel; Fernandéz de Vega, Francisco; Cotta, CarlosAlthough a number of terrain generation techniques have been proposed during the last few years, all of them have some key constraints. Modelling techniques depend highly upon designer’s skills, time, and effort to obtain acceptable results, and cannot be used to automatically generate terrains. The simpler methods allow only a narrow variety of terrain types and offer little control on the outcome terrain. The Genetic Terrain Programming technique, based on evolutionary design with Genetic Programming, allows designers to evolve terrains according to their aesthetic feelings or desired features. This technique evolves Terrain Programmes (TPs) that are capable of generating a family of terrains—different terrains that consistently present the same morphological characteristics. This paper presents a study about the persistence of morphological characteristics of terrains generated with different resolutions by a given TP. Results show that it is possible to use low resolutions during the evolutionary phase without compromising the outcome, and that terrain macrofeatures are scale invariant.
- Evolution of Artificial Terrains for Video Games Based on AccessibilityPublication . Frade, Miguel; Vega, Francisco Fernandez de; Cotta, CarlosDiverse methods have been developed to generate terrains under constraints to control terrain features, but most of them use strict restrictions. However, there are situations were more flexible restrictions are sufficient, such as ensuring that terrains have enough accessible area, which is an important trait for video games. The Genetic Terrain Program technique, based on genetic programming, was used to automatically evolve Terrain Programs (TPs - which are able to generate terrains procedurally) for the desired accessibility parameters. Results showed that the accessibility parameters have negligible influence on the evolutionary system and that the terminal set has a major role on the terrain look. TPs produced this way are already being used on Chapas video game.
- Evolution of artificial terrains for video games based on obstacles edge lengthPublication . Frade, Miguel; de Vega, F. Fernandez; Cotta, Carlos
- Genetic terrain programming: an aesthetic approach to terrain generationPublication . Frade, Miguel; Fernandéz de Vega, Francisco; Cotta, CarlosNowadays there are a wide range of techniques for terrain generation, but are focused on providing realistic terrains often neglecting the aesthetic appeal. The Genetic Terrain Programming technique, based on evolutionary design with Genetic Programming, allows designers to evolve terrains according to their aesthetic feelings or desired features. This technique evolves TPs (Terrain Programmes) that are capable of generating different terrains, but consistently with the same features. This paper presents a study about the perseverance of terrain features of the TPs across different LODs (Levels Of Detail). Results showed it is possible to use low LODs during the evolutionary phase without compromising results and the terrain features generated by a TPs are scale invariant.
- GenTP: uma ferramenta interactiva para a geração artificial de terrenosPublication . Frade, Miguel; Fernandéz de Vega, Francisco; Cotta, CarlosActualmente existe uma grande variedade de técnicas de geração artificial de terrenos. No entanto todas elas estão focadas em fornecer terrenos de aspecto realista, negligenciando por vezes a estética e a criatividade. Este artigo apresenta uma ferramenta interactiva para a geração artificial de terrenos, designada GenTP, inspirada nos sistemas de arte evolutiva com programação genética. Esta ferramenta permite aos designers evoluir TPs (Terrain Programs) de acordo com o seu sentido estético ou características desejadas. Os TPs, o produto desta ferramenta, geram terrenos diferentes a cada execução, mas sempre coerentes nas sua características morfológicas.