Reinforcement Learning
Brains rule the world, and brain-like computation is increasingly used in computers and electronic devices. Brain-like computation is about processing and interpreting data or directly putting forward and performing actions. Learning is a very important aspect. This book is on reinforcement learning...
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| Formaat: | Online |
|---|---|
| Taal: | Engels |
| Gepubliceerd in: |
IntechOpen
2021
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| Onderwerpen: | |
| Online toegang: | ONIX_20210420_9783902613141_20 |
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| _version_ | 1869514173368500224 |
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| collection | Directory of Open Access Books |
| description | Brains rule the world, and brain-like computation is increasingly used in computers and electronic devices. Brain-like computation is about processing and interpreting data or directly putting forward and performing actions. Learning is a very important aspect. This book is on reinforcement learning which involves performing actions to achieve a goal. The first 11 chapters of this book describe and extend the scope of reinforcement learning. The remaining 11 chapters show that there is already wide usage in numerous fields. Reinforcement learning can tackle control tasks that are too complex for traditional, hand-designed, non-learning controllers. As learning computers can deal with technical complexities, the tasks of human operators remain to specify goals on increasingly higher levels. This book shows that reinforcement learning is a very dynamic area in terms of theory and applications and it shall stimulate and encourage new research in this field. |
| format | Online |
| id | doab-20.500.12854ir-64664 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2021 |
| publishDateRange | 2021 |
| publishDateSort | 2021 |
| publisher | IntechOpen |
| publisherStr | IntechOpen |
| record_format | ojs |
| spelling | doab-20.500.12854ir-646642024-04-14T10:28:17Z Reinforcement Learning Weber, Cornelius Elshaw, Mark Michael Mayer, Norbert Neural networks & fuzzy systems thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence Brains rule the world, and brain-like computation is increasingly used in computers and electronic devices. Brain-like computation is about processing and interpreting data or directly putting forward and performing actions. Learning is a very important aspect. This book is on reinforcement learning which involves performing actions to achieve a goal. The first 11 chapters of this book describe and extend the scope of reinforcement learning. The remaining 11 chapters show that there is already wide usage in numerous fields. Reinforcement learning can tackle control tasks that are too complex for traditional, hand-designed, non-learning controllers. As learning computers can deal with technical complexities, the tasks of human operators remain to specify goals on increasingly higher levels. This book shows that reinforcement learning is a very dynamic area in terms of theory and applications and it shall stimulate and encourage new research in this field. 2021-04-20T14:52:55Z 2021-04-20T14:52:55Z 2008 book ONIX_20210420_9783902613141_20 9783902613141 9789535158219 https://directory.doabooks.org/handle/20.500.12854/64664 eng image/jpeg n/a https://www.intechopen.com/books https://mts.intechopen.com/storage/books/2220/authors_book/authors_book.pdf IntechOpen IntechOpen 10.5772/54 10.5772/54 78a36484-2c0c-47cb-ad67-2b9f5cd4a8f6 9783902613141 9789535158219 IntechOpen 434 open access |
| spellingShingle | Neural networks & fuzzy systems thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence Reinforcement Learning |
| title | Reinforcement Learning |
| title_full | Reinforcement Learning |
| title_fullStr | Reinforcement Learning |
| title_full_unstemmed | Reinforcement Learning |
| title_short | Reinforcement Learning |
| title_sort | reinforcement learning |
| topic | Neural networks & fuzzy systems thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence |
| topic_facet | Neural networks & fuzzy systems thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence |
| url | ONIX_20210420_9783902613141_20 |