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 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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