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2B3-1 Network Parameter Setting for Neural Network Reinforcement Learning Approachs
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- Yamada,Kazuaki
- Toyo University
Bibliographic Information
- Other Title
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- 2B3-1 ニューラルネットワーク強化学習のためのネットワークパラメータ設定方法(OS8:進化・学習における人工神経回路網の設定法)
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Description
This paper proposes a new method to automatically set the network parameters, on the basis of the dimensional-number of the sensor space, for reinforcement learning algorithms using neural networks. The proposed method is demonstrated through a navigation problem of an autonomous mobile robot.
Journal
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- インテリジェントシステム・シンポジウム講演論文集
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インテリジェントシステム・シンポジウム講演論文集 2011 (21), 307-310, 2011-09-01
日本機械学会
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Details 詳細情報について
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- CRID
- 1540572720370866816
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- NII Article ID
- 110009688896
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- NII Book ID
- AA1190206X
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- Text Lang
- ja
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- Data Source
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- NDL Digital Collections (NII-ELS)
- CiNii Articles