HSUEH, Chu Hsuan Assistant Professor
School of Information Science, Entertainment Technology Area, Research Center for Entertainment Science
◆Degrees
Bachelor of Computer Science and Engineering National Chiao Tung University (Taiwan)
PhD of Computer Science and Engineering National Chiao Tung University (Taiwan)
◆Professional Experience
2019 - : Japan Advanced Institute of Science and Technology , School of Information Science , Assistant Professor
◆Specialties
Entertainment and game informatics
◆Research Keywords
Reinforcement Learning, Stochastic Game, Computer Game, Artificial Intelligence

■Publications

◆Published Papers
On solving the 7,7,5-game and the 8,8,5-game
Wei-Yuan Hsu, Chu-Ling Ko, Jr-Chang Chen, Ting-Han Wei, Chu-Hsuan Hsueh, I-Chen Wu
Theoretical Computer Science, 815, 79-94, 2020
Combining Deep Deterministic Policy Gradient with Cross-Entropy Method
Tung-Yi Lai, Chu-Hsuan Hsueh, You-Hsuan Lin, Yeong-Jia Roger Chu, Bo-Yang Hsueh, I-Chen Wu
The 2019 Conference on Technologies and Applications of Artificial Intelligence (TAAI 2019), -, 2019
Improving Human Players' T-Spin Skills in Tetris with Procedural Problem Generation
Taishi Oikawa, Chu-Hsuan Hsueh, Kokolo Ikeda
16th Advances in Computer Games (ACG 2019), -, 2019
On Strength Analyses of Computer Programs for Stochastic Games with Perfect Information
Chu-Hsuan Hsueh
National Chiao Tung University, 1-156, 2019
AlphaZero for a Non-deterministic Game
Chu-Hsuan Hsueh, I-Chen Wu, Jr-Chang Chen, Tsan-sheng Hsu
The 2018 Conference on Technologies and Applications of Artificial Intelligence (TAAI 2018), 116-121, 2018
◆Conference Activities & Talks
AlphaZero for a Non-deterministic Game
The 2018 Conference on Technologies and Applications of Artificial Intelligence (TAAI 2018), Taichung, Taiwan, 2018
Belief-state Monte-Carlo Tree Search for Phantom Games
The 2015 IEEE Conference on Computational Intelligence and Games (CIG2015), Tainan, Taiwan, 2015
Strength Improvement and Analysis for an MCTS-Based Chinese Dark Chess Program
The 14th International Conference on Advances in Computer Games (ACG2015), Leiden, The Netherlands, 2015

■Academic  Awards

・ International track best paper award , Chu-Hsuan Hsueh , The 2018 Conference on Technologies and Applications of Artificial Intelligence (TAAI 2018) , 2018
・ International track merit paper award , Chu-Hsuan Hsueh , The 2017 Conference on Technologies and Applications of Artificial Intelligence (TAAI 2017) , 2017