Making friends on the fly: advances in ad hoc teamwork:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cham [u.a.]
Springer
2015
|
| Schriftenreihe: | Studies in computational intelligence
603 |
| Schlagworte: | |
| Online-Zugang: | BHS01 BTU01 FAB01 FAW01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online-Ressource (XX, 144 p. 26 illus., 19 illus. in color) |
| ISBN: | 9783319180694 |
| DOI: | 10.1007/978-3-319-18069-4 |
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Datensatz im Suchindex
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| adam_text | MAKING FRIENDS ON THE FLY: ADVANCES IN AD HOC TEAMWORK
/ BARRETT, SAMUEL
: 2015
TABLE OF CONTENTS / INHALTSVERZEICHNIS
INTRODUCTION
PROBLEM DESCRIPTION
BACKGROUND
RELATED WORK
THE PLASTIC ALGORITHMS
THEORETICAL ANALYSIS OF PLASTIC
EMPIRICAL EVALUATION
DISCUSSION AND CONCLUSION
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
MAKING FRIENDS ON THE FLY: ADVANCES IN AD HOC TEAMWORK
/ BARRETT, SAMUEL
: 2015
ABSTRACT / INHALTSTEXT
THIS BOOK IS DEVOTED TO THE ENCOUNTER AND INTERACTION OF AGENTS SUCH AS
ROBOTS WITH OTHER AGENTS AND DESCRIBES HOW THEY COOPERATE WITH THEIR
PREVIOUSLY UNKNOWN TEAMMATES, FORMING AN AD HOC TEAM. IT PRESENTS A NEW
ALGORITHM, PLASTIC, THAT ALLOWS AGENTS TO QUICKLY ADAPT TO NEW TEAMMATES
BY REUSING KNOWLEDGE LEARNED FROM PREVIOUS TEAMMATES. PLASTIC IS
INSTANTIATED IN BOTH A MODEL-BASED APPROACH, PLASTIC-MODEL, AND A
POLICY-BASED APPROACH, PLASTIC-POLICY. IN ADDITION TO REUSING
KNOWLEDGE LEARNED FROM PREVIOUS TEAMMATES, PLASTIC ALSO ALLOWS USERS TO
PROVIDE EXPERT-KNOWLEDGE AND CAN USE TRANSFER LEARNING (SUCH AS THE NEW
TWOSTAGETRANSFER ALGORITHM) TO QUICKLY CREATE MODELS OF NEW TEAMMATES
WHEN IT HAS SOME INFORMATION ABOUT ITS NEW TEAMMATES. THE EFFECTIVENESS
OF THE ALGORITHM IS DEMONSTRATED ON THREE DOMAINS, RANGING FROM
MULTI-ARMED BANDITS TO SIMULATED ROBOT SOCCER GAMES
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Barrett, Samuel |
| author_facet | Barrett, Samuel |
| author_role | aut |
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| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3 |
| dewey-search | 006.3 |
| dewey-sort | 16.3 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| doi_str_mv | 10.1007/978-3-319-18069-4 |
| format | Electronic eBook |
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| institution | BVB |
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| language | English |
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| series2 | Studies in computational intelligence |
| spellingShingle | Barrett, Samuel Making friends on the fly: advances in ad hoc teamwork Studies in computational intelligence Engineering Artificial intelligence Mathematics Computational Intelligence Game Theory, Economics, Social and Behav. Sciences Socio- and Econophysics, Population and Evolutionary Models Robotics and Automation Artificial Intelligence (incl. Robotics) Ingenieurwissenschaften Künstliche Intelligenz Mathematik |
| title | Making friends on the fly: advances in ad hoc teamwork |
| title_auth | Making friends on the fly: advances in ad hoc teamwork |
| title_exact_search | Making friends on the fly: advances in ad hoc teamwork |
| title_full | Making friends on the fly: advances in ad hoc teamwork Samuel Barrett |
| title_fullStr | Making friends on the fly: advances in ad hoc teamwork Samuel Barrett |
| title_full_unstemmed | Making friends on the fly: advances in ad hoc teamwork Samuel Barrett |
| title_short | Making friends on the fly: advances in ad hoc teamwork |
| title_sort | making friends on the fly advances in ad hoc teamwork |
| topic | Engineering Artificial intelligence Mathematics Computational Intelligence Game Theory, Economics, Social and Behav. Sciences Socio- and Econophysics, Population and Evolutionary Models Robotics and Automation Artificial Intelligence (incl. Robotics) Ingenieurwissenschaften Künstliche Intelligenz Mathematik |
| topic_facet | Engineering Artificial intelligence Mathematics Computational Intelligence Game Theory, Economics, Social and Behav. Sciences Socio- and Econophysics, Population and Evolutionary Models Robotics and Automation Artificial Intelligence (incl. Robotics) Ingenieurwissenschaften Künstliche Intelligenz Mathematik |
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