Qualitative Spatial Abstraction in Reinforcement Learning

Reinforcement learning has developed as a successful learning approach for domains that are not fully understood and that are too complex to be described in closed form. However, reinforcement learning does not scale well to large and continuous problems. 

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Bibliographic Details
Main Author: Frommberger, Lutz
Format: Book
Language:English
Published: Springer 2012
Subjects:
Online Access:https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/30496
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Institutions: Thư viện Trường Đại học Đà Lạt
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spelling oai:scholar.dlu.edu.vn:DLU123456789-304962012-04-30T22:33:16Z Qualitative Spatial Abstraction in Reinforcement Learning Frommberger, Lutz Information Technology Reinforcement learning has developed as a successful learning approach for domains that are not fully understood and that are too complex to be described in closed form. However, reinforcement learning does not scale well to large and continuous problems.  2012-04-25T00:33:58Z 2012-04-25T00:33:58Z 2011 Book 9783642165894 https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/30496 en application/pdf Springer
institution Thư viện Trường Đại học Đà Lạt
collection Thư viện số
language English
topic Information Technology
spellingShingle Information Technology
Frommberger, Lutz
Qualitative Spatial Abstraction in Reinforcement Learning
description Reinforcement learning has developed as a successful learning approach for domains that are not fully understood and that are too complex to be described in closed form. However, reinforcement learning does not scale well to large and continuous problems. 
format Book
author Frommberger, Lutz
author_facet Frommberger, Lutz
author_sort Frommberger, Lutz
title Qualitative Spatial Abstraction in Reinforcement Learning
title_short Qualitative Spatial Abstraction in Reinforcement Learning
title_full Qualitative Spatial Abstraction in Reinforcement Learning
title_fullStr Qualitative Spatial Abstraction in Reinforcement Learning
title_full_unstemmed Qualitative Spatial Abstraction in Reinforcement Learning
title_sort qualitative spatial abstraction in reinforcement learning
publisher Springer
publishDate 2012
url https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/30496
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