DocumentCode
2779489
Title
Applying Artificial Neural Network combined with TD(λ) to computer Chinese chess
Author
Wang, Jue ; Cheng, Ran ; Wang, Jiao
Author_Institution
Coll. of Inf. Sci. & Eng., Northeastern Univ., Shenyang, China
fYear
2009
fDate
17-19 June 2009
Firstpage
3207
Lastpage
3211
Abstract
This paper discusses whether artificial neural network combined with TD(lambda) method can be successfully applied to computer Chinese chess. Artificial neural network (ANN) is used to represent the evaluation function. Learning occurs by using TD(lambda) algorithm on the results of high-level database games. Experiments show that the proposed technique can improve the performance of computer Chinese chess.
Keywords
computer games; learning (artificial intelligence); neural nets; TD(lambda); artificial neural network; computer Chinese chess; evaluation function; high-level database games; Artificial neural networks; Computer networks; Databases; Educational institutions; Electronic mail; Information science; Radio access networks; Artificial neural network; Computer Chinese chess; Evaluation function; TD(λ)algorithm;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Decision Conference, 2009. CCDC '09. Chinese
Conference_Location
Guilin
Print_ISBN
978-1-4244-2722-2
Electronic_ISBN
978-1-4244-2723-9
Type
conf
DOI
10.1109/CCDC.2009.5191752
Filename
5191752
Link To Document