Hirotaka Hachiya

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研究焦点

主要成就

代表论文

1. 1
   Least-Squares Conditional Density Estimation

   63 次引用 · 2010
2. 2
   Conditional Density Estimation via Least-Squares Density Ratio Estimation

   44 次引用 · 2010
3. 3
   Geodesic Gaussian kernels for value function approximation

   36 次引用 · 2008
4. 4
   Efficient Sample Reuse in Policy Gradients with Parameter-Based Exploration

   27 次引用 · 2013
5. 5
   Efficient exploration through active learning for value function approximation in reinforcement learning

   20 次引用 · 2010
6. 6
   Reward-Weighted Regression with Sample Reuse for Direct Policy Search in Reinforcement Learning

   19 次引用 · 2011
7. 7
   Efficient Sample Reuse in EM-Based Policy Search

   16 次引用 · 2009
8. 8
   Value Function Approximation on Non-Linear Manifolds for Robot Motor Control

   15 次引用 · 2007
9. 9
   Laser Variational Autoencoder for Map Construction and Self-Localization

   6 次引用 · 2018
10. 10
    Least absolute policy iteration for robust value function approximation

    6 次引用 · 2009

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