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» Perceptual Learning and Abstraction in Machine Learning

57

ECML
1995
Springer

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

15 years 1 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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103

ECML
1995
Springer

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

15 years 1 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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68

ECML
1998
Springer

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Theoretical Results on Reinforcement Learning with Temporally Abstract Options

15 years 1 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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91

ATAL
2010
Springer

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Inter-robot transfer learning for perceptual classification

14 years 9 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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54

AAAI
2010

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Using Imagery to Simplify Perceptual Abstraction in Reinforcement Learning Agents

14 years 11 months ago

Using Imagery to Simplify Perceptual Abstraction in Reinforcement Learning Agents

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Samuel Wintermute

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