Kun-Hao Yeh
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 [1]. His research interests include machine learning for computer games and mathematical optimization [2], specially applied to the single-player puzzle game 2048, which was created in March 2014 by Italian web developer Gabriele Cirulli [3], 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 [4]. The method was improved from a TD learning technique with N-Tuple networks, proposed by Marcin Szubert and Wojciech Jaśkowski in 2014 [5]. It won the second place at the 2048-Bot Tournament in in Taipei, Taiwan, from May 19 to June 6, 2014 [6].
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 [8]
- 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
References
- ↑ Members - lab-aigames
- ↑ lab-aigames
- ↑ IndieGames.com Free Game Pick: 2048 (Gabriele Cirulli)
- ↑ I-Chen Wu, Kun-Hao Yeh, Chao-Chin Liang, Chia-Chuan Chang, Han Chiang (2014). Multi-Stage Temporal Difference Learning for 2048. TAAI 2014
- ↑ Marcin Szubert, Wojciech Jaśkowski (2014). Temporal Difference Learning of N-Tuple Networks for the Game 2048. IEEE Conference on Computational Intelligence and Games, pdf
- ↑ Kun-Hao Yeh, Chao-Chin Liang, Kuang-che Wu, I-Chen Wu (2014). 2048-Bot Tournament in Taiwan. ICGA Journal, Vol. 37, No. 3
- ↑ dblp: Kun-Hao Yeh
- ↑ Best Paper Awards | TAAI 2014
