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
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;
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
DOI :
10.1109/CCDC.2009.5191752
