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101

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ICML
1997
IEEE

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Exponentiated Gradient Methods for Reinforcement Learning

16 years 4 months ago

Exponentiated Gradient Methods for Reinforcement Learning

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Doina Precup, Richard S. Sutton

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118

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ICML
2003
IEEE

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Reinforcement Learning as Classification: Leveraging Modern Classifiers

15 years 8 months ago

Reinforcement Learning as Classification: Leveraging Modern Classifiers

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Michail G. Lagoudakis, Ronald Parr

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106

Voted

ECML
1998
Springer

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A General Convergence Method for Reinforcement Learning in the Continuous Case

15 years 7 months ago

A General Convergence Method for Reinforcement Learning in the Continuous Case

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Rémi Munos

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98

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SEAL
1998
Springer

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Reinforcement Learning: Past, Present and Future

15 years 7 months ago

Reinforcement Learning: Past, Present and Future

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Richard S. Sutton

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127

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ICML
2010
IEEE

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Model-based reinforcement learning with nearly tight exploration complexity bounds

15 years 4 months ago

Model-based reinforcement learning with nearly tight exploration complexity bounds

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Istvan Szita, Csaba Szepesvári

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