| 六子棋博弈系统中机器学习算法设计与研究 |
| |
| 引用本文： | 于江明,袁斌杰,何灿辉,段琢华.六子棋博弈系统中机器学习算法设计与研究[J].韶关学院学报,2014(10):17-22. |
| |
| 作者姓名： | 于江明 袁斌杰 何灿辉 段琢华 |
| |
| 作者单位： | 韶关学院 计算机科学学院,广东 韶关,512005 |
| |
| 基金项目： | 韶关学院大学生创新创业训练计划国家级立项建设项目 |
| |
| 摘 要： | 本文针对我校参加全国大学生博弈大赛完成的六子棋博弈系统，首先简要介绍本系统的一些关键构成。并重点论述了对现有的六子棋系统一个更进一步的优化，在MTD（f）算法上增加自适应宽度调整和在评估函数上增加TD_BP算法自我学习方法，使系统“思考”性的能力更加强。
|
| 关 键 词： | 六子棋 计算机博弈 评估函数 开局库 TD_BP算法 |
Machine learning research and design of algorithm Connect6 game system |
| |
| YU Jiang-ming,YUAN Bin-jie,HE Can-hui,DUAN Zhuo-hua.Machine learning research and design of algorithm Connect6 game system[J].Journal of Shaoguan University(Social Science Edition),2014(10):17-22. |
| |
| Authors: | YU Jiang-ming YUAN Bin-jie HE Can-hui DUAN Zhuo-hua |
| |
| Institution: | (Institute of Computer Science, Shaoguan university, Shaoguan 512005, Guangdong, China) |
| |
| Abstract: | This article is aimed to analyze Shaoguan University′s students who participatd in the national Com-puter Games finished. It briefly analyzed the system structure and some key opponents with a focus on the Connect6 for a further optimization. It also increases adaptive width adjustment on the MTD （f） algorithm and e-valuation function to increase TD_BP on self-learning algorithm which would strengthen system′s ＂thinking＂ability. |
| |
| Keywords: | Connect6 computer game evaluation function opening data TD_BP algorithm |
| 本文献已被 维普 万方数据 等数据库收录！ |
