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79

ECML
1998
Springer

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A General Convergence Method for Reinforcement Learning in the Continuous Case

15 years 3 months ago

A General Convergence Method for Reinforcement Learning in the Continuous Case

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Rémi Munos

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71

Voted

SEAL
1998
Springer

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Reinforcement Learning: Past, Present and Future

15 years 3 months ago

Reinforcement Learning: Past, Present and Future

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Richard S. Sutton

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89

ICML
2010
IEEE

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Model-based reinforcement learning with nearly tight exploration complexity bounds

15 years 22 days ago

Model-based reinforcement learning with nearly tight exploration complexity bounds

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Istvan Szita, Csaba Szepesvári

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72

ML
2000
ACM

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A Study of Reinforcement Learning in the Continuous Case by the Means of Viscosity Solutions

14 years 11 months ago

A Study of Reinforcement Learning in the Continuous Case by the Means of Viscosity Solutions

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Rémi Munos

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101

Voted

NIPS
1994

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Finding Structure in Reinforcement Learning

15 years 29 days ago

Finding Structure in Reinforcement Learning

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Reinforcement learning addresses the problem of learning to select actions in order to maximize one's performance inunknownenvironments. Toscale reinforcement learning to com...

Sebastian Thrun, Anton Schwartz

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