Title :
An overview of neural networks in simulation soccer
Author :
Plant, William ; Schaefer, Gerald
Author_Institution :
Sch. of Eng. & Appl. Sci., Aston Univ., Aston, UK
Abstract :
This paper reviews applications of neural networks (NNs) in the domain of 2-D simulation soccer. We divide these into the employment of NNs for the training of low-level and high-level skills as well as coaching clients involved with high-level strategies. We conclude that the use of NNs has yielded success in these areas, but their future use may be limited to building a foundation of skills which can be advanced through manual hardcoding.
Keywords :
learning (artificial intelligence); mobile robots; neural nets; sport; 2D simulation soccer; RoboCup; high level skills; humanoid robots; low level skills; manual hardcoding; neural networks; Computational intelligence; Computational modeling; Humans; Intelligent robots; Intelligent sensors; Network servers; Neural networks; Neurons; Sensor phenomena and characterization; Working environment noise; RoboCup; computational intelligence; neural networks; simulation soccer;
Conference_Titel :
Nature & Biologically Inspired Computing, 2009. NaBIC 2009. World Congress on
Conference_Location :
Coimbatore
Print_ISBN :
978-1-4244-5053-4
DOI :
10.1109/NABIC.2009.5393661
