Difference between revisions of "Truong-Huy Dinh Nguyen"
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Home * People * Truong-Huy Dinh Nguyen
Truong-Huy D. Nguyen [1]
Truong-Huy Dinh Nguyen,
a Singaporean computer scientist and software engineer at Google, Ph.D. from Singapore Management University in 2013.
His research lies at the cross-junction of various research fields, including data analytics, machine learning, artificial intelligence, and behavior analytics,
with favorite applications being games and robotics [2].
Along with Wee Sun Lee et al., he researched and published on Monte-Carlo Tree Search and UCT variant called UCT-Aux, an enhancement technique with a heuristic policy to speed up the selection of optimal actions, which augments the look-ahead tree with auxiliary arms that are evaluated by the heuristic policy [3].
Selected Publications
- Truong-Huy Dinh Nguyen, Wee Sun Lee, Tze-Yun Leong (2012). Bootstrapping Monte Carlo Tree Search with an Imperfect Heuristic. arXiv:1206.5940
- Truong-Huy Dinh Nguyen, Tomi Silander, Wee Sun Lee, Tze-Yun Leong (2014). Bootstrapping Simulation-Based Algorithms with a Suboptimal Policy. ICAPS 2014
- Edward Melcer, Truong-Huy Dinh Nguyen, Zhengxing Chen, Alessandro Canossa, Magy Seif El-Nasr, Katherine Isbister (2015). Games Research Today: Analyzing the Academic Landscape 2000-2014. FDG 2015, pdf
External Links
- Truong-Huy Nguyen | LinkedIn
- Truong-Huy D. Nguyen's Homepage
- Truong-Huy D. Nguyen - Google Scholar
- ICAPS 2014, Truong-Huy Dinh Nguyen on Bootstrapping Simulation-Based Algorithms..., YouTube Video
