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All Technical Committee Conferences (Searched in: All Years)
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Search Results: Conference Papers |
Conference Papers (Available on Advance Programs) (Sort by: Date Descending) |
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Committee |
Date Time |
Place |
Paper Title / Authors |
Abstract |
Paper # |
IBISML |
2015-11-26 15:00 |
Ibaraki |
Epochal Tsukuba |
[Poster Presentation]
Regularized Policy Gradients
-- Direct Variance Reduction in Policy Gradient Estimation -- Tingting Zhao (TUST), Gang Niu (UTokyo), Ning Xie (Tongji Univ), Jucheng Yang (TUST), Masashi Sugiyama (UTokyo) IBISML2015-68 |
[more] |
IBISML2015-68 pp.115-122 |
IBISML |
2013-03-04 15:05 |
Aichi |
Nagoya Institute of Technology |
Model-Based Policy Gradients with Parameter-Based Exploration by Least-Squares Conditional Density Estimation Syogo Mori, Voot Tangkaratt, Tingting Zhao (Tokyo Inst. of Tech.), Jun Morimoto (ATR), Masashi Sugiyama (Tokyo Inst. of Tech.) IBISML2012-95 |
(To be available after the conference date) [more] |
IBISML2012-95 pp.17-24 |
IBISML |
2012-03-12 15:55 |
Tokyo |
The Institute of Statistical Mathematics |
Efficient Sample Reuse in Policy Gradients with Parameter-based Exploration Tingting Zhao, Hirotaka Hachiya, Masashi Sugiyama (Tokyo Inst. of Tech.) IBISML2011-95 |
[more] |
IBISML2011-95 pp.55-62 |
IBISML |
2011-06-21 14:15 |
Tokyo |
Takeda Hall |
Analysis and Improvement of Policy Gradient Estimation Tingting Zhao, Hirotaka Hachiya, Gang Niu, Masashi Sugiyama (Tokyo Inst. of Tech.) IBISML2011-12 |
Policy gradient is a useful model-free reinforcement learning approach,
but it tends to suffer from instability of grad... [more] |
IBISML2011-12 pp.83-89 |
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