Coverart for item
The Resource Adaptive agents and multi-agent systems II : adaptation and multi-agent learning, Daniel Kudenko, Dimitar Kazakov, Eduardo Alonso (eds.)

Adaptive agents and multi-agent systems II : adaptation and multi-agent learning, Daniel Kudenko, Dimitar Kazakov, Eduardo Alonso (eds.)

Label
Adaptive agents and multi-agent systems II : adaptation and multi-agent learning
Title
Adaptive agents and multi-agent systems II
Title remainder
adaptation and multi-agent learning
Statement of responsibility
Daniel Kudenko, Dimitar Kazakov, Eduardo Alonso (eds.)
Contributor
Subject
Language
eng
Summary
Adaptive agents and multi-agent systems is an emerging and exciting interdisciplinary area of research and development involving artificial intelligence, software engineering, and developmental biology, as well as cognitive and social science. This book presents 17 revised and carefully reviewed papers taken from two workshops on the topic as well as 2 invited papers by leading researchers in the area. The papers deal with various aspects of machine learning, adaptation, and evolution in the context of agent systems and autonomous agents
Member of
Cataloging source
GW5XE
Dewey number
006.3
Illustrations
illustrations
Index
index present
LC call number
QA76.76.I58
LC item number
A313 2005eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorDate
  • 1968-
  • 1967-
  • 1967-
http://library.link/vocab/relatedWorkOrContributorName
  • Kudenko, Daniel
  • Kazakov, Dimitar
  • Alonso, Eduardo
Series statement
  • Lecture notes in computer science
  • Lecture notes in artificial intelligence
Series volume
3394.
http://library.link/vocab/subjectName
  • Intelligent agents (Computer software)
  • Artificial intelligence
  • Agents intelligents (Logiciels)
  • Intelligence artificielle
  • COMPUTERS
  • COMPUTERS
  • Informatique
  • Artificial intelligence
  • Intelligent agents (Computer software)
  • Adaptives System
  • Aufsatzsammlung
  • Maschinelles Lernen
  • Mehragentensystem
  • Système multi-agents
  • Agent intelligent
  • Agent adaptatif
Label
Adaptive agents and multi-agent systems II : adaptation and multi-agent learning, Daniel Kudenko, Dimitar Kazakov, Eduardo Alonso (eds.)
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Gödel Machines: Towards a Technical Justification of Consciousness -- Postext -- A Mind for Society -- Comparing Resource Sharing with Information Exchange in Co-operative Agents, and the Role of Environment Structure -- Baselines for Joint-Action Reinforcement Learning of Coordination in Cooperative Multi-agent Systems -- SMART (Stochastic Model Acquisition with ReinforcemenT) Learning Agents: A Preliminary Report -- Towards Time Management Adaptability in Multi-agent Systems -- Learning to Coordinate Using Commitment Sequences in Cooperative Multi-agent Systems -- Reinforcement Learning of Coordination in Heterogeneous Cooperative Multi-agent Systems -- Evolving the Game of Life -- The Strategic Control of an Ant-Based Routing System Using Neural Net Q-Learning Agents -- Dynamic and Distributed Interaction Protocols -- Advice-Exchange Between Evolutionary Algorithms and Reinforcement Learning Agents: Experiments in the Pursuit Domain -- Evolving Strategies for Agents in the Iterated Prisoner's Dilemma in Noisy Environments -- Experiments in Subsymbolic Action Planning with Mobile Robots -- Robust Online Reputation Mechanism by Stochastic Approximation -- Learning Multi-agent Search Strategies -- Combining Planning with Reinforcement Learning for Multi-robot Task Allocation -- Multi-agent Reinforcement Learning in Stochastic Single and Multi-stage Games -- Towards Adaptive Role Selection for Behavior-Based Agents
Control code
262677913
Dimensions
unknown
Extent
1 online resource (viii, 312 pages)
Form of item
online
Isbn
9783540252603
Lccn
2005921645
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/b106974
Other physical details
illustrations.
http://library.link/vocab/ext/overdrive/overdriveId
978-3-540-25260-3
Publisher number
11404071
Specific material designation
remote
System control number
(OCoLC)262677913
Label
Adaptive agents and multi-agent systems II : adaptation and multi-agent learning, Daniel Kudenko, Dimitar Kazakov, Eduardo Alonso (eds.)
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Gödel Machines: Towards a Technical Justification of Consciousness -- Postext -- A Mind for Society -- Comparing Resource Sharing with Information Exchange in Co-operative Agents, and the Role of Environment Structure -- Baselines for Joint-Action Reinforcement Learning of Coordination in Cooperative Multi-agent Systems -- SMART (Stochastic Model Acquisition with ReinforcemenT) Learning Agents: A Preliminary Report -- Towards Time Management Adaptability in Multi-agent Systems -- Learning to Coordinate Using Commitment Sequences in Cooperative Multi-agent Systems -- Reinforcement Learning of Coordination in Heterogeneous Cooperative Multi-agent Systems -- Evolving the Game of Life -- The Strategic Control of an Ant-Based Routing System Using Neural Net Q-Learning Agents -- Dynamic and Distributed Interaction Protocols -- Advice-Exchange Between Evolutionary Algorithms and Reinforcement Learning Agents: Experiments in the Pursuit Domain -- Evolving Strategies for Agents in the Iterated Prisoner's Dilemma in Noisy Environments -- Experiments in Subsymbolic Action Planning with Mobile Robots -- Robust Online Reputation Mechanism by Stochastic Approximation -- Learning Multi-agent Search Strategies -- Combining Planning with Reinforcement Learning for Multi-robot Task Allocation -- Multi-agent Reinforcement Learning in Stochastic Single and Multi-stage Games -- Towards Adaptive Role Selection for Behavior-Based Agents
Control code
262677913
Dimensions
unknown
Extent
1 online resource (viii, 312 pages)
Form of item
online
Isbn
9783540252603
Lccn
2005921645
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/b106974
Other physical details
illustrations.
http://library.link/vocab/ext/overdrive/overdriveId
978-3-540-25260-3
Publisher number
11404071
Specific material designation
remote
System control number
(OCoLC)262677913

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