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» Perceptual Learning and Abstraction in Machine Learning

21

ECML
1995
Springer

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Simplifying Decision Trees by Pruning and Grafting: New Results (Extended Abstract)

13 years 11 months ago

Simplifying Decision Trees by Pruning and Grafting: New Results (Extended Abstract)

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Floriana Esposito, Donato Malerba, Giovanni Semera...

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30

ECML
1995
Springer

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Generating Neural Networks Through the Induction of Threshold Logic Unit Trees (Extended Abstract)

13 years 11 months ago

Generating Neural Networks Through the Induction of Threshold Logic Unit Trees (Extended Abstract)

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Mehran Sahami

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21

ECML
1998
Springer

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Theoretical Results on Reinforcement Learning with Temporally Abstract Options

13 years 11 months ago

Theoretical Results on Reinforcement Learning with Temporally Abstract Options

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Doina Precup, Richard S. Sutton, Satinder P. Singh

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28

ATAL
2010
Springer

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Inter-robot transfer learning for perceptual classification

13 years 7 months ago

Inter-robot transfer learning for perceptual classification

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We introduce the novel problem of inter-robot transfer learning for perceptual classification of objects, where multiple heterogeneous robots communicate and transfer learned obje...

Zsolt Kira

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19

AAAI
2010

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Using Imagery to Simplify Perceptual Abstraction in Reinforcement Learning Agents

13 years 9 months ago

Using Imagery to Simplify Perceptual Abstraction in Reinforcement Learning Agents

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Samuel Wintermute

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