@article{ART001033213},
author={Woo Chong Woo and Donghun Lee},
title={A Study on the Intelligent Game based on Reinforcement Learning},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2006},
volume={11},
number={4},
pages={17-26}
TY - JOUR
AU - Woo Chong Woo
AU - Donghun Lee
TI - A Study on the Intelligent Game based on Reinforcement Learning
JO - Journal of The Korea Society of Computer and Information
PY - 2006
VL - 11
IS - 4
PB - The Korean Society Of Computer And Information
SP - 17
EP - 26
SN - 1598-849X
AB - An intelligent game has been studied for some time, and the main purpose of the study was to win against human by enhancing game skills. But some commercial games rather focused on adaptation of the user's behavior in order to bring interests on the games. In this study, we are suggesting an adaptive reinforcement learning algorithm, which focuses on the adaptation of user behavior. We have designed and developed the Othello game, which provides large state spaces. The evaluation of the experiment was done by playing two reinforcement learning algorithms against Min-Max algorithm individually. And the results show that our approach is playing more improved learning rate, than the previous reinforcement learning algorithm.
KW - 지능형 게임 (Intelligent Game);강화학습 (Reinforcement Learning);기계학습 (Machine Learning)
DO -
UR -
ER -
Woo Chong Woo and Donghun Lee. (2006). A Study on the Intelligent Game based on Reinforcement Learning. Journal of The Korea Society of Computer and Information, 11(4), 17-26.
Woo Chong Woo and Donghun Lee. 2006, "A Study on the Intelligent Game based on Reinforcement Learning", Journal of The Korea Society of Computer and Information, vol.11, no.4 pp.17-26.
Woo Chong Woo, Donghun Lee "A Study on the Intelligent Game based on Reinforcement Learning" Journal of The Korea Society of Computer and Information 11.4 pp.17-26 (2006) : 17.
Woo Chong Woo, Donghun Lee. A Study on the Intelligent Game based on Reinforcement Learning. 2006; 11(4), 17-26.
Woo Chong Woo and Donghun Lee. "A Study on the Intelligent Game based on Reinforcement Learning" Journal of The Korea Society of Computer and Information 11, no.4 (2006) : 17-26.
Woo Chong Woo; Donghun Lee. A Study on the Intelligent Game based on Reinforcement Learning. Journal of The Korea Society of Computer and Information, 11(4), 17-26.
Woo Chong Woo; Donghun Lee. A Study on the Intelligent Game based on Reinforcement Learning. Journal of The Korea Society of Computer and Information. 2006; 11(4) 17-26.
Woo Chong Woo, Donghun Lee. A Study on the Intelligent Game based on Reinforcement Learning. 2006; 11(4), 17-26.
Woo Chong Woo and Donghun Lee. "A Study on the Intelligent Game based on Reinforcement Learning" Journal of The Korea Society of Computer and Information 11, no.4 (2006) : 17-26.
