Risk and reinforcement learning: concepts and dynamic programming
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | German |
| Published: |
Bremen
ZKW
1994
|
| Series: | ZKW-Bericht
1994,8 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | 70 S. graph. Darst. |
Staff View
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| 245 | 1 | 0 | |a Risk and reinforcement learning |b concepts and dynamic programming |c Matthias Heger. Zentrum für Kognitionswissenschaften, Universität Bremen |
| 264 | 1 | |a Bremen |b ZKW |c 1994 | |
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Record in the Search Index
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|---|---|
| adam_text |
CONTENTS
1
INTRODUCTION
3
1.1
UNCERTAINTY,
STATE
SPACE
COMPLEXITY
AND
RISK
.
3
1.2
ORGANIZATION
.
5
2
DECISION
MAKING
UNDER
RISK
AND
UNCERTAINTY
7
2.1
RISK
.
7
2.2
UTILITY
THEORY
.
8
2.3
DECISION
CRITERIA
.
10
3
ALPHA-VALUES
AND
DECISION
OPERATORS
11
3.1
ELEMENTS
OF
PROBABILITY
THEORY
.
11
3.2
ALPHA-SETS
.
16
3.3
ALPHA-VALUES
.
20
3.4
DECISION
OPERATORS
.
27
4
RISK-SENSITIVE
MARKOV
DECISION
TASKS
31
4.1
EPISODIC
MARKOV
DECISION
PROCESS
(EMDP)
.
31
4.2
THE
USUAL
MEASURE
OF
PERFORMANCE
FOR
POLICIES
.
39
4.3
DRAWBACKS
.
41
4.4
DO-OPTIMALITY
.
45
4.5
COMPLEXITY
IN
DIFFERENT
RISK-SENSITIVITIES
.
48
5
DYNAMIC
PROGRAMMING
FOR
MINIMAX-BASED
TASKS
51
5.1
RECURRENCE
RELATIONS
.
52
5.2
DYNAMIC
PROGRAMMING
OPERATORS
.
61
5.3
THE
BELLMAN
EQUATION
.
63
5.4
SUMMARY
AND
DISCUSSION
.
65
CONCLUSIONS
67
ACKNOWLEDGEMENTS
68
BIBLIOGRAPHY
69 |
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| illustrated | Illustrated |
| indexdate | 2024-08-18T00:17:56Z |
| institution | BVB |
| language | German |
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| physical | 70 S. graph. Darst. |
| publishDate | 1994 |
| publishDateSearch | 1994 |
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| series | ZKW-Bericht |
| series2 | ZKW-Bericht |
| spelling | Heger, Matthias Verfasser aut Risk and reinforcement learning concepts and dynamic programming Matthias Heger. Zentrum für Kognitionswissenschaften, Universität Bremen Bremen ZKW 1994 70 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier ZKW-Bericht 1994,8 Risikoverhalten (DE-588)4050133-4 gnd rswk-swf Verstärkung (DE-588)4130203-5 gnd rswk-swf Lernen (DE-588)4035408-8 gnd rswk-swf Mathematisches Modell (DE-588)4114528-8 gnd rswk-swf Risikoverhalten (DE-588)4050133-4 s Lernen (DE-588)4035408-8 s Verstärkung (DE-588)4130203-5 s Mathematisches Modell (DE-588)4114528-8 s DE-604 ZKW-Bericht 1994,8 (DE-604)BV010115820 1994,8 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=006716755&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Heger, Matthias Risk and reinforcement learning concepts and dynamic programming ZKW-Bericht Risikoverhalten (DE-588)4050133-4 gnd Verstärkung (DE-588)4130203-5 gnd Lernen (DE-588)4035408-8 gnd Mathematisches Modell (DE-588)4114528-8 gnd |
| subject_GND | (DE-588)4050133-4 (DE-588)4130203-5 (DE-588)4035408-8 (DE-588)4114528-8 |
| title | Risk and reinforcement learning concepts and dynamic programming |
| title_auth | Risk and reinforcement learning concepts and dynamic programming |
| title_exact_search | Risk and reinforcement learning concepts and dynamic programming |
| title_full | Risk and reinforcement learning concepts and dynamic programming Matthias Heger. Zentrum für Kognitionswissenschaften, Universität Bremen |
| title_fullStr | Risk and reinforcement learning concepts and dynamic programming Matthias Heger. Zentrum für Kognitionswissenschaften, Universität Bremen |
| title_full_unstemmed | Risk and reinforcement learning concepts and dynamic programming Matthias Heger. Zentrum für Kognitionswissenschaften, Universität Bremen |
| title_short | Risk and reinforcement learning |
| title_sort | risk and reinforcement learning concepts and dynamic programming |
| title_sub | concepts and dynamic programming |
| topic | Risikoverhalten (DE-588)4050133-4 gnd Verstärkung (DE-588)4130203-5 gnd Lernen (DE-588)4035408-8 gnd Mathematisches Modell (DE-588)4114528-8 gnd |
| topic_facet | Risikoverhalten Verstärkung Lernen Mathematisches Modell |
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