Kun-Hao Yeh

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Kun-Hao Yeh, a Taiwanese computer scientist affiliated with the Computer Games and Intelligence Lab at National Chiao Tung University, Hsinchu headed by professor I-Chen Wu. His research interests include machine learning for computer games and mathematical optimization, specially applied to the single-player puzzle game 2048, which was created in March 2014 by Italian web developer Gabriele Cirulli , conceptually similar to Threes by Asher Vollmer. =CGI-2048= Along with Chao-Chin Liang and I-Chen Wu, Kun-Hao Yeh is co-author of the 2048 bot CGI-2048, designed and implemented based on a new temporal difference learning method, called Multi-Stage TD Learning, as proposed by I-Chen Wu et al. in 2014. The method was improved from a TD learning technique with N-Tuple networks, proposed by Marcin Szubert and Wojciech Jaśkowski in 2014. It won the second place at the 2048-Bot Tournament in in Taipei, Taiwan, from May 19 to June 6, 2014.

=Selected Publications=
 * I-Chen Wu, Kun-Hao Yeh, Chao-Chin Liang, Chia-Chuan Chang, Han Chiang (2014). Multi-Stage Temporal Difference Learning for 2048. TAAI 2014, best paper award
 * Kun-Hao Yeh, Chao-Chin Liang, Kuang-che Wu, I-Chen Wu (2014). 2048-Bot Tournament in Taiwan. ICGA Journal, Vol. 37, No. 3
 * Kun-Hao Yeh (2015). 2048-KHYEH wins 2048 Tournament. ICGA Journal, Vol. 38, No. 4

=External Links=
 * Members - lab-aigames
 * GitHub - CGI-LAB/Taiwan_Bot_Tournament_2048

=References=

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