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Utility Generalization and Composability Problems in Explanation-based Learning

Utility Generalization and Composability Problems in Explanation-based Learning PDF Author: Jonathan Matthew Gratch
Publisher:
ISBN:
Category : Artificial intelligence
Languages : en
Pages : 48

Book Description

Utility Generalization and Composability Problems in Explanation-based Learning

Utility Generalization and Composability Problems in Explanation-based Learning PDF Author: Jonathan Matthew Gratch
Publisher:
ISBN:
Category : Artificial intelligence
Languages : en
Pages : 48

Book Description

Machine Learning Proceedings 1991

Machine Learning Proceedings 1991 PDF Author: Machine Learning
Publisher: Morgan Kaufmann
ISBN: 1483298175
Category : Computers
Languages : en
Pages : 661

Book Description
Machine Learning

Resources in Education

Resources in Education PDF Author:
Publisher:
ISBN:
Category : Education
Languages : en
Pages : 1008

Book Description

An Analysis of Learning to Plan as a Search Problem

An Analysis of Learning to Plan as a Search Problem PDF Author: Jonathan Matthew Gratch
Publisher:
ISBN:
Category : Machine learning
Languages : en
Pages : 38

Book Description
These 'learning operators' define a space of possible transformations through which a system must search for a [sic] efficient planner. We show that the complexity of this search precludes a general solution and can only be approached via simplifications. We illustrate the frequently unarticulated commitments which underly current learning approaches. These simplifications improve learning efficiency but not without tradeoffs. In some cases these tradeoffs result in less than optimal behavior. In others, they produce planners which become worse through learning. It is hoped that by articulating these commitments we can better understand their ramifications.

Publications of the State of Illinois

Publications of the State of Illinois PDF Author:
Publisher:
ISBN:
Category : Government publications
Languages : en
Pages : 202

Book Description

Publications of the State of Illinois 1987

Publications of the State of Illinois 1987 PDF Author:
Publisher:
ISBN:
Category :
Languages : en
Pages : 700

Book Description

Resources in Education

Resources in Education PDF Author:
Publisher:
ISBN:
Category : Education
Languages : en
Pages : 1018

Book Description

The Summary of Engineering Research

The Summary of Engineering Research PDF Author: University of Illinois at Urbana-Champaign. Office of Engineering Publications
Publisher:
ISBN:
Category : Engineering
Languages : en
Pages : 408

Book Description

Monthly Checklist of State Publications

Monthly Checklist of State Publications PDF Author: Library of Congress. Exchange and Gift Division
Publisher:
ISBN:
Category : State government publications
Languages : en
Pages : 792

Book Description

Extending Explanation-based Learning by Generalizing the Structure of Explanations

Extending Explanation-based Learning by Generalizing the Structure of Explanations PDF Author: Jude W. Shavlik
Publisher: Pitman Publishing
ISBN:
Category : Artificial intelligence
Languages : en
Pages : 236

Book Description
For researchers in machine learning, describes three systems for generalizing explanations, the PHYSICS 101 system, the BAGGER system, and its successor, BAGGER2. Presents details of their algorithms, and discusses several example of learning by each. No index. Annotation copyright Book News, Inc.
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