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» Decision Tree Pruning as a Search in the State Space
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AAAI
2006
14 years 8 days ago
Decision Tree Methods for Finding Reusable MDP Homomorphisms
straction is a useful tool for agents interacting with environments. Good state abstractions are compact, reuseable, and easy to learn from sample data. This paper and extends two...
Alicia P. Wolfe, Andrew G. Barto
ICIP
2006
IEEE
14 years 4 months ago
Optimal Display Adaptation of Iconic Document Visualizations via BFOS-Style Tree Pruning
This paper introduces a new visual representation of a document or group of documents, a Dynamic Document Icon, or Dydocon. Its representation is symbolic like an icon, but change...
Kathrin Berkner, Michael J. Gormish
CPE
1997
Springer
79views Hardware» more  CPE 1997»
14 years 3 months ago
Storage Alternatives for Large Structured State Spaces
We consider the problem of storing and searching a large state space obtained from a high-level model such as a queueing network or a Petri net. After reviewing the traditional te...
Gianfranco Ciardo, Andrew S. Miner
ATVA
2008
Springer
131views Hardware» more  ATVA 2008»
14 years 21 days ago
Dynamic Model Checking with Property Driven Pruning to Detect Race Conditions
We present a new property driven pruning algorithm in dynamic model checking to efficiently detect race conditions in multithreaded programs. The main idea is to use a lockset base...
Chao Wang, Yu Yang, Aarti Gupta, Ganesh Gopalakris...
ICML
2002
IEEE
14 years 11 months ago
Pruning Improves Heuristic Search for Cost-Sensitive Learning
This paper addresses cost-sensitive classification in the setting where there are costs for measuring each attribute as well as costs for misclassification errors. We show how to ...
Valentina Bayer Zubek, Thomas G. Dietterich