Tighter Problem-Dependent Regret Bounds in Reinforcement Learning without Domain Knowledge using Value Function Bounds
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Andrea Zanette, Emma Brunskill
Tighter Problem-Dependent Regret Bounds in Reinforcement Learning without Domain Knowledge using Value Function Bounds
ICML, 2019.

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@inproceedings{ICML-2019-ZanetteB,
	author        = "Andrea Zanette and Emma Brunskill",
	booktitle     = "{Proceedings of the 36th International Conference on Machine Learning}",
	ee            = "http://proceedings.mlr.press/v97/zanette19a.html",
	pages         = "7304--7312",
	publisher     = "{PMLR}",
	title         = "{Tighter Problem-Dependent Regret Bounds in Reinforcement Learning without Domain Knowledge using Value Function Bounds}",
	year          = 2019,
}

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