UENO Tsuyoshi 植野剛

Researcher Number	90615824
Affiliation (Current)	2025: 関西学院大学, 経営戦略研究科, 准教授
Affiliation (based on the past Project Information) *help	2015: 東京大学, 新領域創成科学研究科, 特任研究員 2014: 大阪大学, 産業科学研究所, 研究員 2014: 大阪大学, 産業科学研究所, 招聘研究員 2012 – 2013: 大阪大学, 産業科学研究所, 招へい研究員
Review Section/Research Field	Principal Investigator Intelligent informatics Except Principal Investigator Sensitivity informatics/Soft computing
Keywords	Principal Investigator 統計学習 / 最適制御 / 確率最適制御 / 創薬 / ベイズ最適化 / 人工知能 / 機械学習 / データ同化 / 強化学習 Except Principal Investigator 強化学習 / ブレイン・マシン・インタフェース

Data assimilation based reinforcement learningPrincipal Investigator
- Principal Investigator
  
  Ueno Tsuyoshi
- Project Period (FY)
  2013 – 2015
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Intelligent informatics
- Research Institution
  The University of Tokyo
  Osaka University
Co-adaptive BMI by reinforcement learning based on prediction of users' latent mental states
- Principal Investigator
  
  KAWANABE Motoaki
- Project Period (FY)
  2012 – 2014
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Sensitivity informatics/Soft computing
- Research Institution
  Advanced Telecommunications Research Institute International

All 2016 2014 2013 2012 Other

All Journal Article Presentation

[Journal Article] COMBO: An Efficient Bayesian Optimization Library for Materials Science Materials Discovery2016
- Author(s)
  Tsuyoshi Ueno, Trevor David Rhone, T. Mizoguchi, Zhufeng Hou Koji Tsuda
- Journal Title
  
  Materials Discovery
  
  Volume: 印刷中
- Peer Reviewed / Acknowledgement Compliant / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25730135
[Journal Article] 極大クリーク列挙技術のビジネス応用とソフトウェアツール2014
- Author(s)
  羽室行信，植野剛，鷲尾隆
- Journal Title
  
  電子情報通信学会誌
  
  Volume: 97 Pages: 1103-1109
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24300093
[Journal Article] 極大クリーク列挙技術のビジネス応用とソフトウェアツール2014
- Author(s)
  植野剛
- Journal Title
  
  電子情報通信学会誌,
  
  Volume: 92 Pages: 1103-1106
- Data Source
  KAKENHI-PROJECT-25730135
[Journal Article] Active learning for noisy oracle via density power divergence2013
- Author(s)
  Y. Sogawa, T. Ueno, Y. Kawahara, T. Washio,
- Journal Title
  
  Neural Networks
  
  Volume: 46 Pages: 133-143
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25730135
[Journal Article] 統計学習の観点から見たTD学習2013
- Author(s)
  植野剛,前田新一,川鍋一晃
- Journal Title
  
  計測と制御
  
  Volume: 52 Pages: 277-283
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24300093
[Journal Article] Active learning for noisy oracle via density power divergence2013
- Author(s)
  Sogawa, Y., Ueno, T., Kawahara, Y., and Washio, T.
- Journal Title
  
  Neural Networks
  
  Volume: 46 Pages: 133-143
- DOI
  10.1016/j.neunet.2013.05.007
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24300093, KAKENHI-PROJECT-24650069, KAKENHI-PROJECT-25240036
[Journal Article] Density Power Divergenceを用いたロバスト能動回帰学習2012
- Author(s)
  十河康弘,植野剛,河原吉伸,鷲尾隆
- Journal Title
  
  人工知能学会論文誌
  
  Volume: 28 Pages: 13-21
- NAID
  130003362304
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24300093
[Journal Article] Weighted Likelihood Policy Search with Model Selection2012
- Author(s)
  Ueno, T. , Hayashi, K., Washio, T.Kawahara, Y.
- Journal Title
  
  Advances in Neural Information Processing Systems
  
  Volume: 25 Pages: 2366-2374
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24300093
[Journal Article] Robust active learning for linear regression via density power2012
- Author(s)
  Sogawa, Y., Ueno, T., Kawahara, Y., Washio, T.
- Journal Title
  
  Neural Information Processing
  
  Volume: 7665 Pages: 594-602
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24300093
[Journal Article] Bootstrap confidence intervals in DirectLiNGAM2012
- Author(s)
  Thamvitayakul, K. Shimizu, S., Ueno, T., Washio, T., Tashiro, T.
- Journal Title
  
  IEEE International Conference on Data Mining(ICDM) Workshop: Reliability Issues in KnowledgeDiscovery
  
  Pages: 659-668
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24300093
[Presentation] 確率推論に基づく方策探索法2014
- Author(s)
  植野剛
- Organizer
  河原林ERATO　AIセミナー
- Place of Presentation
  国立情報学研究所（東京都）
- Year and Date
  2014-06-30
- Invited
- Data Source
  KAKENHI-PROJECT-24300093
[Presentation] 直接方策探索法の統計解析2013
- Author(s)
  植野剛
- Organizer
  統計的機械学習セミナー
- Place of Presentation
  東京(招待講演)
- Year and Date
  2013-03-22
- Data Source
  KAKENHI-PROJECT-24300093
[Presentation] Semiparametric Statistical Inference to Reinforcement Leanrning2013
- Author(s)
  Tsuyoshi Ueno
- Organizer
  Bernoulli Society Satellite Meeting to the ISI World Statistics Congress 2013
- Place of Presentation
  東京都文京区
- Invited
- Data Source
  KAKENHI-PROJECT-25730135
[Presentation] 学習による制御: 強化学習2013
- Author(s)
  植野　剛
- Organizer
  計測・制御・システム工学部会シンポジウム
- Place of Presentation
  千葉県千葉市
- Invited
- Data Source
  KAKENHI-PROJECT-25730135
[Presentation] 学習による制御: 強化学習2013
- Author(s)
  植野剛
- Organizer
  計測・制御・システム工学部会シンポジウム
- Place of Presentation
  東日本製鉄所見学センター（千葉県）
- Invited
- Data Source
  KAKENHI-PROJECT-24300093
[Presentation] Semiparametric Statistical Inference to Reinforcement learning2013
- Author(s)
  Ueno, T.
- Organizer
  Beroulli Society Satellite Meeting to the ISI World Statistics Congress
- Place of Presentation
  東京大学（東京都）
- Invited
- Data Source
  KAKENHI-PROJECT-24300093
[Presentation] 統計推論の観点から強化学習を考える2012
- Author(s)
  植野剛
- Organizer
  統計数理セミナー
- Place of Presentation
  東京(招待講演)
- Year and Date
  2012-07-27
- Data Source
  KAKENHI-PROJECT-24300093
[Presentation] 多様体上での経路積分型制御2012
- Author(s)
  植野剛,河原吉伸,鷲尾隆
- Organizer
  人工知能学会全国大会
- Place of Presentation
  山口
- Year and Date
  2012-06-14
- Data Source
  KAKENHI-PROJECT-24300093
[Presentation] 確率推論に基づく強化学習・確率最適制御2012
- Author(s)
  植野剛
- Organizer
  第15回情報論的学習理論ワークショップ
- Place of Presentation
  東京(招待講演)
- Year and Date
  2012-11-07
- Data Source
  KAKENHI-PROJECT-24300093
[Presentation] 重み付き最尤推定に基づく方策探索法2012
- Author(s)
  植野剛, 林浩平, 鷲尾隆, 河原吉伸
- Organizer
  第15回情報論的学習理論ワークショップ
- Place of Presentation
  東京
- Year and Date
  2012-11-07
- Data Source
  KAKENHI-PROJECT-24300093
[Presentation] Weighted Likelihood Policy Searchの推定分散減少法2012
- Author(s)
  植野剛, 林浩平, 鷲尾隆, 河原吉伸
- Organizer
  人工知能学会基本問題研究会
- Place of Presentation
  横浜
- Year and Date
  2012-11-17
- Data Source
  KAKENHI-PROJECT-24300093
[Presentation] e射影に基づく方策探索法
- Author(s)
  植野剛
- Organizer
  人工知能学会全国大会（JSAI2014）
- Place of Presentation
  ひめぎんホール（愛媛県）
- Year and Date
  2014-05-12 – 2015-05-15
- Data Source
  KAKENHI-PROJECT-24300093
[Presentation] 確率推論に基づく方策探索法
- Author(s)
  植野剛
- Organizer
  日本ロボット学会学術講演会
- Place of Presentation
  九州産業大学（福岡県）
- Year and Date
  2014-09-04 – 2014-09-06
- Data Source
  KAKENHI-PROJECT-24300093
[Presentation] e射影に基づく方策探索法
- Author(s)
  植野　剛
- Organizer
  人工知能学会全国大会
- Place of Presentation
  愛媛県松山市
- Year and Date
  2014-05-12 – 2014-05-15
- Data Source
  KAKENHI-PROJECT-25730135
[Presentation] 確率推論による方策探索法
- Author(s)
  植野　剛
- Organizer
  日本ロボット学会学術講演会
- Place of Presentation
  福岡県北九州市
- Year and Date
  2014-09-04 – 2014-09-06
- Data Source
  KAKENHI-PROJECT-25730135

1. KAWANABE Motoaki (30272389)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
2. KANEMURA Atsunori (50580297)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. WASHIO Takashi (00192815)

# of Collaborated Projects: 1 results

# of Collaborated Products: 9 results

UENO Tsuyoshi 植野 剛

Research Projects

Research Products

Co-Researchers

Data assimilation based reinforcement learningPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Co-adaptive BMI by reinforcement learning based on prediction of users' latent mental states

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] COMBO: An Efficient Bayesian Optimization Library for Materials Science Materials Discovery2016

Author(s)

Journal Title

Data Source

[Journal Article] 極大クリーク列挙技術のビジネス応用とソフトウェアツール2014

Author(s)

Journal Title

Data Source

[Journal Article] 極大クリーク列挙技術のビジネス応用と ソフトウェアツール2014

Author(s)

Journal Title

Data Source

[Journal Article] Active learning for noisy oracle via density power divergence2013

Author(s)

Journal Title

Data Source

[Journal Article] 統計学習の観点から見たTD学習2013

Author(s)

Journal Title

Data Source

[Journal Article] Active learning for noisy oracle via density power divergence2013

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Density Power Divergenceを用いたロバスト能動回帰学習2012

Author(s)

Journal Title

NAID

Data Source

[Journal Article] Weighted Likelihood Policy Search with Model Selection2012

Author(s)

Journal Title

Data Source

[Journal Article] Robust active learning for linear regression via density power2012

Author(s)

Journal Title

Data Source

[Journal Article] Bootstrap confidence intervals in DirectLiNGAM2012

Author(s)

Journal Title

Data Source

[Presentation] 確率推論に基づく方策探索法2014

Author(s)

Organizer

Place of Presentation

Year and Date

Data Source

[Presentation] 直接方策探索法の統計解析2013

Author(s)

Organizer

Place of Presentation

Year and Date

Data Source

[Presentation] Semiparametric Statistical Inference to Reinforcement Leanrning2013

Author(s)

Organizer

Place of Presentation

Data Source

[Presentation] 学習による制御: 強化学習2013

Author(s)

Organizer

Place of Presentation

Data Source

UENO Tsuyoshi 植野剛

[Journal Article] 極大クリーク列挙技術のビジネス応用とソフトウェアツール2014