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Created page with "'''Home * People * Truong-Huy Dinh Nguyen''' FILE:TruongHuyDinhNguyen.jpg|border|right|thumb|240px|link=https://www.linkedin.com/in/truonghuy/| Truong-Hu..."
'''[[Main Page|Home]] * [[People]] * Truong-Huy Dinh Nguyen'''
[[FILE:TruongHuyDinhNguyen.jpg|border|right|thumb|240px|link=https://www.linkedin.com/in/truonghuy/| Truong-Huy D. Nguyen <ref>[https://www.linkedin.com/in/truonghuy/ Truong-Huy Nguyen | LinkedIn]</ref> ]]
'''Truong-Huy Dinh Nguyen''',<br/>
a Singaporean computer scientist and software engineer at [[Google]], Ph.D. from [https://en.wikipedia.org/wiki/Singapore_Management_University Singapore Management University] in 2013.
His research lies at the cross-junction of various research fields, including [https://en.wikipedia.org/wiki/Analytics data analytics], [[Learning|machine learning]], [[Artificial Intelligence|artificial intelligence]], and [https://en.wikipedia.org/wiki/Behavioral_analytics behavior analytics],
with favorite applications being [[Games|games]] and [https://en.wikipedia.org/wiki/Robotics robotics] <ref>[https://www.linkedin.com/in/truonghuy/ Truong-Huy Nguyen | LinkedIn]</ref>.
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 <ref>[[Truong-Huy Dinh Nguyen]], [[Tomi Silander]], [[Wee Sun Lee]], [[Tze-Yun Leong]] ('''2014'''). ''[https://www.aaai.org/ocs/index.php/ICAPS/ICAPS14/paper/view/7934 Bootstrapping Simulation-Based Algorithms with a Suboptimal Policy]''. [https://dblp.uni-trier.de/db/conf/aips/icaps2014.html ICAPS 2014]</ref>.
__FORCETOC__
=Selected Publications=
<ref>[https://dblp.uni-trier.de/pid/24/8344.html dblp: Truong-Huy Dinh Nguyen]</ref>
* [[Truong-Huy Dinh Nguyen]], [[Wee Sun Lee]], [[Tze-Yun Leong]] ('''2012'''). ''Bootstrapping Monte Carlo Tree Search with an Imperfect Heuristic''. [https://arxiv.org/abs/1206.5940 arXiv:1206.5940]
* [[Truong-Huy Dinh Nguyen]], [[Tomi Silander]], [[Wee Sun Lee]], [[Tze-Yun Leong]] ('''2014'''). ''[https://www.aaai.org/ocs/index.php/ICAPS/ICAPS14/paper/view/7934 Bootstrapping Simulation-Based Algorithms with a Suboptimal Policy]''. [https://dblp.uni-trier.de/db/conf/aips/icaps2014.html ICAPS 2014]
* [https://scholar.google.com/citations?user=ftmlYFsAAAAJ&hl=en Edward Melcer], [[Truong-Huy Dinh Nguyen]], [https://scholar.google.com/citations?user=LjZLn2MAAAAJ&hl=en Zhengxing Chen], [https://scholar.google.se/citations?user=wnzwL00AAAAJ&hl=en Alessandro Canossa], [https://scholar.google.com/citations?user=SwzKJ0kAAAAJ&hl=en Magy Seif El-Nasr], [https://en.wikipedia.org/wiki/Katherine_Isbister Katherine Isbister] ('''2015'''). ''[https://www.semanticscholar.org/paper/Games-Research-Today%3A-Analyzing-the-Academic-Melcer-Nguyen/012299133f3d9241ff3ad3a3a49df1ee16ee0e48 Games Research Today: Analyzing the Academic Landscape 2000-2014]''. [http://www.fdg2015.org/ FDG 2015], [http://www.fdg2015.org/papers/fdg2015_paper_41.pdf pdf]
=External Links=
* [https://www.linkedin.com/in/truonghuy/ Truong-Huy Nguyen | LinkedIn]
* [http://www.mysmu.edu/staff/dthnguyen/publications.html Truong-Huy D. Nguyen's Homepage]
* [https://scholar.google.com/citations?user=L6KuE7QAAAAJ&hl=en Truong-Huy D. Nguyen - Google Scholar]
* <span id="video"></span>[https://icaps14.icaps-conference.org/ ICAPS 2014], [[Truong-Huy Dinh Nguyen]] on ''Bootstrapping Simulation-Based Algorithms...'', [https://en.wikipedia.org/wiki/YouTube YouTube] Video
: {{#evu:https://www.youtube.com/watch?v=ccwcZZj5vKM|alignment=left|valignment=top}}
=References=
<references />
'''[[People|Up one level]]'''
[[Category:Researcher|Nguyen]]
[[Category:Videos|Nguyen]]
[[FILE:TruongHuyDinhNguyen.jpg|border|right|thumb|240px|link=https://www.linkedin.com/in/truonghuy/| Truong-Huy D. Nguyen <ref>[https://www.linkedin.com/in/truonghuy/ Truong-Huy Nguyen | LinkedIn]</ref> ]]
'''Truong-Huy Dinh Nguyen''',<br/>
a Singaporean computer scientist and software engineer at [[Google]], Ph.D. from [https://en.wikipedia.org/wiki/Singapore_Management_University Singapore Management University] in 2013.
His research lies at the cross-junction of various research fields, including [https://en.wikipedia.org/wiki/Analytics data analytics], [[Learning|machine learning]], [[Artificial Intelligence|artificial intelligence]], and [https://en.wikipedia.org/wiki/Behavioral_analytics behavior analytics],
with favorite applications being [[Games|games]] and [https://en.wikipedia.org/wiki/Robotics robotics] <ref>[https://www.linkedin.com/in/truonghuy/ Truong-Huy Nguyen | LinkedIn]</ref>.
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 <ref>[[Truong-Huy Dinh Nguyen]], [[Tomi Silander]], [[Wee Sun Lee]], [[Tze-Yun Leong]] ('''2014'''). ''[https://www.aaai.org/ocs/index.php/ICAPS/ICAPS14/paper/view/7934 Bootstrapping Simulation-Based Algorithms with a Suboptimal Policy]''. [https://dblp.uni-trier.de/db/conf/aips/icaps2014.html ICAPS 2014]</ref>.
__FORCETOC__
=Selected Publications=
<ref>[https://dblp.uni-trier.de/pid/24/8344.html dblp: Truong-Huy Dinh Nguyen]</ref>
* [[Truong-Huy Dinh Nguyen]], [[Wee Sun Lee]], [[Tze-Yun Leong]] ('''2012'''). ''Bootstrapping Monte Carlo Tree Search with an Imperfect Heuristic''. [https://arxiv.org/abs/1206.5940 arXiv:1206.5940]
* [[Truong-Huy Dinh Nguyen]], [[Tomi Silander]], [[Wee Sun Lee]], [[Tze-Yun Leong]] ('''2014'''). ''[https://www.aaai.org/ocs/index.php/ICAPS/ICAPS14/paper/view/7934 Bootstrapping Simulation-Based Algorithms with a Suboptimal Policy]''. [https://dblp.uni-trier.de/db/conf/aips/icaps2014.html ICAPS 2014]
* [https://scholar.google.com/citations?user=ftmlYFsAAAAJ&hl=en Edward Melcer], [[Truong-Huy Dinh Nguyen]], [https://scholar.google.com/citations?user=LjZLn2MAAAAJ&hl=en Zhengxing Chen], [https://scholar.google.se/citations?user=wnzwL00AAAAJ&hl=en Alessandro Canossa], [https://scholar.google.com/citations?user=SwzKJ0kAAAAJ&hl=en Magy Seif El-Nasr], [https://en.wikipedia.org/wiki/Katherine_Isbister Katherine Isbister] ('''2015'''). ''[https://www.semanticscholar.org/paper/Games-Research-Today%3A-Analyzing-the-Academic-Melcer-Nguyen/012299133f3d9241ff3ad3a3a49df1ee16ee0e48 Games Research Today: Analyzing the Academic Landscape 2000-2014]''. [http://www.fdg2015.org/ FDG 2015], [http://www.fdg2015.org/papers/fdg2015_paper_41.pdf pdf]
=External Links=
* [https://www.linkedin.com/in/truonghuy/ Truong-Huy Nguyen | LinkedIn]
* [http://www.mysmu.edu/staff/dthnguyen/publications.html Truong-Huy D. Nguyen's Homepage]
* [https://scholar.google.com/citations?user=L6KuE7QAAAAJ&hl=en Truong-Huy D. Nguyen - Google Scholar]
* <span id="video"></span>[https://icaps14.icaps-conference.org/ ICAPS 2014], [[Truong-Huy Dinh Nguyen]] on ''Bootstrapping Simulation-Based Algorithms...'', [https://en.wikipedia.org/wiki/YouTube YouTube] Video
: {{#evu:https://www.youtube.com/watch?v=ccwcZZj5vKM|alignment=left|valignment=top}}
=References=
<references />
'''[[People|Up one level]]'''
[[Category:Researcher|Nguyen]]
[[Category:Videos|Nguyen]]
