عنوان
پدید آورنده
موضوع
رده
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
1461352908
(Number (ISBN
1461508916
(Number (ISBN
9781461352907
(Number (ISBN
9781461508915
NATIONAL BIBLIOGRAPHY NUMBER
Number
b553853
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Anticipatory Learning Classifier Systems
General Material Designation
[Book]
First Statement of Responsibility
by Martin V. Butz.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Boston, MA
Name of Publisher, Distributor, etc.
Springer US : Imprint : Springer
Date of Publication, Distribution, etc.
2002
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
(200 pages)
SERIES
Series Title
Genetic algorithms and evolutionary computation, 4.
CONTENTS NOTE
Text of Note
1. Background --;1. Anticipations --;2. Genetic Algorithms --;3. Learning Classifier Systems --;2. ACS2 --;1. Framework --;2. Reinforcement Learning --;3. The Anticipatory Learning Process --;4. Genetic Generalization in ACS2 --;5. Interaction of ALP, GA, RL, and Behavior --;3. Experiments with ACS2 --;1. Gripper Problem Revisited --;2. Multiplexer Problem --;3. Maze Environment --;4. Blocks World --;5. Hand-Eye Coordination Task --;6. Result Summary --;4. Limits --;1. GA Challenges --;2. Non-determinism and a First Approach --;3. Model Aliasing --;5. Model Exploitation --;1. Improving Model Learning --;2. Enhancing Reinforcement Learning --;3. Model Exploitation Recapitulation --;6. Related Systems --;1. Estimated Learning Algorithm --;2. Dyna --;3. Schema Mechanism --;4. Expectancy Model SRS/E --;7. Summary, Conclusions, and Future Work --;1. Summary --;2. Model Representation Enhancements --;3. Model Learning Modifications --;4. Adaptive Behavior --;5. ACS2 in the Future --;Appendices --;References.
SUMMARY OR ABSTRACT
Text of Note
Anticipatory Learning Classifier Systems describes the state of the art of anticipatory learning classifier systems-adaptive rule learning systems that autonomously build anticipatory environmental models.
TOPICAL NAME USED AS SUBJECT
Evolutionary computation.
Evolutionary programming (Computer science)
Self-organizing systems -- Data processing.
PERSONAL NAME - PRIMARY RESPONSIBILITY
by Martin V. Butz.
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Martin V Butz
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
