Accelerating and Improving AlphaZero Using Population Based Training

Mar 13, 2020
Ti-Rong Wu, Ting-Han Wei, I-Chen Wu

* accepted by AAAI2020 as oral presentation. In this version, supplementary materials are added 

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Multiple Policy Value Monte Carlo Tree Search

May 31, 2019
Li-Cheng Lan, Wei Li, Ting-Han Wei, I-Chen Wu

* Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI-19) 

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Towards Combining On-Off-Policy Methods for Real-World Applications

Apr 24, 2019
Kai-Chun Hu, Chen-Huan Pi, Ting Han Wei, I-Chen Wu, Stone Cheng, Yi-Wei Dai, Wei-Yuan Ye


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Stochastic Gradient Descent with Hyperbolic-Tangent Decay

Jun 05, 2018
Bo Yang Hsueh, Wei Li, I-Chen Wu

* Tech report 

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Comparison Training for Computer Chinese Chess

Jan 23, 2018
Wen-Jie Tseng, Jr-Chang Chen, I-Chen Wu, Tinghan Wei

* Submitted to IEEE Transaction on Games 

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Multi-Labelled Value Networks for Computer Go

May 30, 2017
Ti-Rong Wu, I-Chen Wu, Guan-Wun Chen, Ting-han Wei, Tung-Yi Lai, Hung-Chun Wu, Li-Cheng Lan

* This version was also submitted to IEEE TCIAIG on May 30, 2017 

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Multi-Stage Temporal Difference Learning for 2048-like Games

Jul 19, 2016
Kun-Hao Yeh, I-Chen Wu, Chu-Hsuan Hsueh, Chia-Chuan Chang, Chao-Chin Liang, Han Chiang

* The version has been accepted by TCIAIG (The first version was sent on 23, October, 2015) 

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Human vs. Computer Go: Review and Prospect

Jun 07, 2016
Chang-Shing Lee, Mei-Hui Wang, Shi-Jim Yen, Ting-Han Wei, I-Chen Wu, Ping-Chiang Chou, Chun-Hsun Chou, Ming-Wan Wang, Tai-Hsiung Yang

* This article is with 6 pages and 3 figures. And, it is accepted and will be published in IEEE Computational Intelligence Magazine in August, 2016 

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