Voot Tangkaratt

Tokyo Institute of Technology, RIKEN Center for Advanced Intelligence Project, The University of Tokyo, National Institute of Information and Communications Technology

Papers

8

Total Citations

107

H-Index

6

About

No biography available yet.

Research Focus

Artificial intelligence8 · 107 citations
Computer science8 · 107 citations
Mathematics5 · 85 citations
Reinforcement learning6 · 84 citations
Machine learning6 · 74 citations
Engineering4 · 49 citations
Algorithm2 · 40 citations
Mathematical optimization2 · 40 citations
Reuse3 · 37 citations
Estimator2 · 31 citations
Economics1 · 27 citations
Dimensionality reduction2 · 27 citations

Key Achievements

6
H-Index
8
Papers
107
Total Citations
13
Avg Citations/Paper
🏆 Most Cited Paper
Efficient Sample Reuse in Policy Gradients with Parameter-Based Exploration
27 citations · 2013
📈 Most Prolific Year: 2016 (2 Papers)
🤝 Key Collaborators: 13
🏛 Institutions: Tokyo Institute of Technology, RIKEN Center for Advanced Intelligence Project, The University of Tokyo, National Institute of Information and Communications Technology

Top Papers

  1. 1
    Efficient Sample Reuse in Policy Gradients with Parameter-Based Exploration
    27 citations · 2013
  2. 2
    Discovering diverse solutions in deep reinforcement learning by maximizing state–action-based mutual information
    21 citations · 2022
  3. 3
    Model-based reinforcement learning with dimension reduction
    14 citations · 2016
  4. 4
    Conditional Density Estimation with Dimensionality Reduction via Squared-Loss Conditional Entropy Minimization
    13 citations · 2014
  5. 5
    Simultaneous Planning for Item Picking and Placing by Deep Reinforcement Learning
    12 citations · 2020
  6. 6
    Direct conditional probability density estimation with sparse feature selection
    10 citations · 2015
  7. 7
    Trial and Error: Using Previous Experiences as Simulation Models in Humanoid Motor Learning
    6 citations · 2016
  8. 8
    Efficient reuse of previous experiences in humanoid motor learning
    4 citations · 2014

Key Collaborators

MSMasashi Sugiyama8 shared papersJMJun Morimoto4 shared papersTZTingting Zhao2 shared papersNSNorikazu Sugimoto2 shared papersTWThijs Wensveen2 shared papersNXNing Xie1 shared papersTTTatsuya Tanaka1 shared papersMSM. Shiga1 shared papersTZTingting Zhao1 shared papersHHHirotaka Hachiya1 shared papersTOTakayuki Osa1 shared papersMSMasahiro Sekine1 shared papersTKToshimitsu Kaneko1 shared papers
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