Genetic Programming Evolution of Controllers for 3-D Character Animation

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@InProceedings{Gritz:1997:GPec3da,

• author = "Larry Gritz and James K. Hahn",
• title = "Genetic Programming Evolution of Controllers for 3-D Character Animation",
• booktitle = "Genetic Programming 1997: Proceedings of the Second Annual Conference",
• editor = "John R. Koza and Kalyanmoy Deb and Marco Dorigo and David B. Fogel and Max Garzon and Hitoshi Iba and Rick L. Riolo",
• year = "1997",
• month = "13-16 " # jul,
• keywords = "genetic algorithms, genetic programming",
• pages = "139--146",
• address = "Stanford University, CA, USA",
• publisher_address = "San Francisco, CA, USA",
• publisher = "Morgan Kaufmann",
• URL = "http://www.icg.seas.gwu.edu/Publications/gpec-gp97.ps",
• size = "8 pages",
• abstract = "The dominant paradigm for 3-D character animation requires an animator to specify the values for all degrees of freedom of an articulated figure at key frames. Specifying motion that is physically believable and biologically plausible is a tedious practice requiring great skill. We use evolutionary techniques (specifically Genetic Programming) as a means of controller synthesis for character animation. Controllers which drive a dynamic simulation of the character are evolved using the goals of the animation as an objective function, resulting in physically plausible motion. We discuss the development of objective functions used to guide the controller evolution, making reusable skill controllers, and comparisons of the convergence rates for different parameters of the evolutionary runs.",
• notes = "GP-97 S-expression per degree of freedom in each joint in the character. Joints controlled by proportional derivative (PD) controllers. Aninmated desk lamp Luxo, Jr. L*xo 4 links and 3 internally controllable degrees of freedom. Robust = reusable. Randomly generated test cases",

}

Genetic Programming entries for Larry Gritz James Kwangjune Hahn

Citations