DocumentCode
3216544
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
fYear
2009
fDate
9-11 Dec. 2009
Firstpage
1620
Lastpage
1625
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Nature & Biologically Inspired Computing, 2009. NaBIC 2009. World Congress on
Conference_Location
Coimbatore
Print_ISBN
978-1-4244-5053-4
Type
conf
DOI
10.1109/NABIC.2009.5393661
Filename
5393661
Link To Document