Truong-Huy Dinh Nguyen

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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. 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.

=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

=References= Up one level