Efficient Task-independent Reinforcement Learning based on Policy Gradient

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Material Type: 博士論文
Title: Efficient Task-independent Reinforcement Learning based on Policy Gradient
Author/Editor: 森村, 哲郎
Author Heading: 森村, 哲郎モリムラ, テツロウ
Publication, Distribution, etc.: Nara Institute of Science and Technology
Publication Date: 2008-03-24
Publication Date (W3CDTF): 2008-03-24
Alternative Title: 方策勾配に基づく効率の良い課題非依存な強化学習法
ホウサクコウバイニモトヅクコウリツノヨイカダイヒイゾンナキョウカガクシュウホウ
Degree grantor/type: 奈良先端科学技術大学院大学
Date Granted: 2008-03-24
Dissertation Number: 甲第742号
Degree Type: 博士(工学)
Text Language Code: eng
Subject Heading: Reinforcement learning
Markov decision process
Policy gradient method
Natural gradient method
derivative of state-stationary distribution
Target Audience: 一般
DOI: 10.34413/dr.00742
Format (IMT): application/pdf
Access Restrictions: 限定公開
Data Provider (Database): 国立情報学研究所 : 学術機関リポジトリデータベース（IRDB）（機関リポジトリ）
https://irdb.nii.ac.jp
Original Data Provider (Database): 奈良先端科学技術大学院大学 : 奈良先端科学技術大学院大学学術リポジトリnaistar