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Created page with "'''Home * People * Naoki Mizukami''' '''Naoki Mizukami''', a Japanese computer scientist affiliated with the Graduate School of Engineering, [https://en.wik..."
'''[[Main Page|Home]] * [[People]] * Naoki Mizukami'''
'''Naoki Mizukami''',
a Japanese computer scientist affiliated with the Graduate School of Engineering, [https://en.wikipedia.org/wiki/University_of_Tokyo University of Tokyo]. His research interests include [[Monte-Carlo Tree Search|Monte-Carlo tree search]] and [[UCT]] considering [[Opponent Model Search|opponent models]], in particular applied to the game of [[Mahjong]] <ref>[[Naoki Mizukami]], [[Yoshimasa Tsuruoka]] ('''2015'''). ''Building a Computer Mahjong Player Based on Monte Carlo Simulation and Opponent Models''. [[IEEE#TOCIAIGAMES|IEEE CIG 2015]], [http://www.logos.ic.i.u-tokyo.ac.jp/~mizukami/paper/cig_2015.pdf pdf]</ref>, and [[Deep Learning|deep learning]].
=Selected Publication=
<ref>[http://www.logos.ic.i.u-tokyo.ac.jp/~tsuruoka/publications.htm Publications] of [[Yoshimasa Tsuruoka]]</ref>
* [[Naoki Mizukami]], [[Yoshimasa Tsuruoka]] ('''2015'''). ''Building a Computer Mahjong Player Based on Monte Carlo Simulation and Opponent Models''. [[IEEE#TOCIAIGAMES|IEEE CIG 2015]], [http://www.logos.ic.i.u-tokyo.ac.jp/~mizukami/paper/cig_2015.pdf pdf]
* [[Naoki Mizukami]], [[Jun Suzuki]], [[Hirotaka Kameko]], [[Yoshimasa Tsuruoka]] ('''2017'''). ''Exploration Bonuses Based on Upper Confidence Bounds for Sparse Reward Games''. [[Advances in Computer Games 15]]
* [[Hirotaka Kameko]], [[Jun Suzuki]], [[Naoki Mizukami]], [[Yoshimasa Tsuruoka]] ('''2017'''). ''Deep Reinforcement Learning with Hidden Layers on Future States''. [[Conferences#IJCA2017|Computer Games Workshop at IJCAI 2017]], [http://www.lamsade.dauphine.fr/~cazenave/cgw2017/Kameko.pdf pdf]
* [[Keigo Kawamura]], [[Naoki Mizukami]], [[Yoshimasa Tsuruoka]] ('''2017'''). ''Neural Fictitious Self-Play in Imperfect Information Games with Many Players''. [[Conferences#IJCA2017|Computer Games Workshop at IJCAI 2017]], [http://www.lamsade.dauphine.fr/~cazenave/cgw2017/Kawamura.pdf pdf]
=External Links=
* [http://www.logos.t.u-tokyo.ac.jp/~mizukami/ 水上 直紀 (Naoki Mizukami) - 東京大学]
=References=
<references />
'''[[People|Up one level]]'''
'''Naoki Mizukami''',
a Japanese computer scientist affiliated with the Graduate School of Engineering, [https://en.wikipedia.org/wiki/University_of_Tokyo University of Tokyo]. His research interests include [[Monte-Carlo Tree Search|Monte-Carlo tree search]] and [[UCT]] considering [[Opponent Model Search|opponent models]], in particular applied to the game of [[Mahjong]] <ref>[[Naoki Mizukami]], [[Yoshimasa Tsuruoka]] ('''2015'''). ''Building a Computer Mahjong Player Based on Monte Carlo Simulation and Opponent Models''. [[IEEE#TOCIAIGAMES|IEEE CIG 2015]], [http://www.logos.ic.i.u-tokyo.ac.jp/~mizukami/paper/cig_2015.pdf pdf]</ref>, and [[Deep Learning|deep learning]].
=Selected Publication=
<ref>[http://www.logos.ic.i.u-tokyo.ac.jp/~tsuruoka/publications.htm Publications] of [[Yoshimasa Tsuruoka]]</ref>
* [[Naoki Mizukami]], [[Yoshimasa Tsuruoka]] ('''2015'''). ''Building a Computer Mahjong Player Based on Monte Carlo Simulation and Opponent Models''. [[IEEE#TOCIAIGAMES|IEEE CIG 2015]], [http://www.logos.ic.i.u-tokyo.ac.jp/~mizukami/paper/cig_2015.pdf pdf]
* [[Naoki Mizukami]], [[Jun Suzuki]], [[Hirotaka Kameko]], [[Yoshimasa Tsuruoka]] ('''2017'''). ''Exploration Bonuses Based on Upper Confidence Bounds for Sparse Reward Games''. [[Advances in Computer Games 15]]
* [[Hirotaka Kameko]], [[Jun Suzuki]], [[Naoki Mizukami]], [[Yoshimasa Tsuruoka]] ('''2017'''). ''Deep Reinforcement Learning with Hidden Layers on Future States''. [[Conferences#IJCA2017|Computer Games Workshop at IJCAI 2017]], [http://www.lamsade.dauphine.fr/~cazenave/cgw2017/Kameko.pdf pdf]
* [[Keigo Kawamura]], [[Naoki Mizukami]], [[Yoshimasa Tsuruoka]] ('''2017'''). ''Neural Fictitious Self-Play in Imperfect Information Games with Many Players''. [[Conferences#IJCA2017|Computer Games Workshop at IJCAI 2017]], [http://www.lamsade.dauphine.fr/~cazenave/cgw2017/Kawamura.pdf pdf]
=External Links=
* [http://www.logos.t.u-tokyo.ac.jp/~mizukami/ 水上 直紀 (Naoki Mizukami) - 東京大学]
=References=
<references />
'''[[People|Up one level]]'''
