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Publications
Algorithmic Learning Theory Conference
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Publication
Efficient Local Planning with Linear Function Approximation
Dong Yin, Botao Hao, Yasin Abbasi Yadkori, Nevena Lazic, Csaba Szepesvari
Algorithmic Learning Theory Conference
2021-08-04
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Publication
Episodic reinforcement learning in finite MDPs: Minimax lower bounds revisited
O Domingues *, Pierre Menard *, Emilie Kaufmann *, Michal Valko
Algorithmic Learning Theory Conference
2021-01-01
Theory & foundations
Reinforcement learning
Online Learning
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Publication
Adaptive reward-free exploration
Emilie Kaufmann *, Pierre Menard *, O Domingues *, Anders Jonsson *, Edouard Leurent *, Michal Valko
Algorithmic Learning Theory Conference
2021-01-01
Reinforcement learning
Theory & foundations
Online Learning
Unsupervised learning & generative models
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