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Abstract: ion Hierarchies for Problem Solving Craig A. Knoblock School of Computer Science Carnegie Mellon University Pittsburgh, PA 15213 cak@cs.cmu.edu Appeared in the Proceedings of the Eighth National Conference on Artificial Intelligence, Boston, MA, 1990 Abstract The use of abstraction in problem solving is an effective approach to reducing search, but finding good abstractions is a difficult problem, even for people. This paper identifies a criterion for selecting useful abstractions,... (Update)
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BibTeX entry: (Update)
Knoblock, C.A. "Learning Abstraction Hierarchies for Problem Solving," in Seventh International Workshop on Machine Learning, pp. 923-928 (1990). http://citeseer.ist.psu.edu/article/knoblock90learning.html More
@inproceedings{ knoblock90learning,
author = "Craig A. Knoblock",
title = "Learning Abstraction Hierarchies for Problem Solving",
booktitle = "Proceedings of the Eighth National Conference on Artificial Intelligence",
publisher = "AAAI Press",
address = "Menlo Park, California",
editor = "Thomas Dietterich and William Swartout",
year = "1990",
url = "citeseer.ist.psu.edu/article/knoblock90learning.html" }
Citations (may not include all citations):1450 The Design and Analysis of Computer Algorithms (context) - Aho, Hopcroft et al. - 1974
891 STRIPS: A new approach to the application of theorem proving.. (context) - Fikes, Nilsson - 1971
288 Planning in a hierarchy of abstraction spaces (context) - Sacerdoti - 1974
255 Human Problem Solving (context) - Newell, Simon - 1972
251 Generating project networks (context) - Tate - 1977
164 A Structure for Plans and Behavior (context) - Sacerdoti - 1977
139 Planning as search: A quantitative approach (context) - Korf - 1987
115 Explanation-based learning: A problem solving perspective (context) - Minton, Carbonell et al. - 1989
101 Domain-independent planning: Representation and plan generat.. - Wilkins - 1984
90 PRODIGY: An integrated architecture for planning and learnin.. (context) - Carbonell, Knoblock et al. - 1991
90 Learning Effective Search Control Knowledge: An Explanation-.. (context) - Minton - 1988
67 Automatically Generating Abstractions for Problem Solving - Knoblock - 1991
19 Abstraction in problem solving and learning (context) - Unruh, Rosenbloom - 1989
13 School of Computer Science (context) - Minton, Knoblock et al. - 1989
13 A theory of abstraction for hierarchical planning (context) - Knoblock - 1990
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