24 citations · 71 across the 12 of their papers we have counts for
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Max Simchowitz, Kevin Jamieson
This paper establishes that optimistic algorithms attain gap-dependent and non-asymptotic logarithmic regret for episodic MDPs. In contrast to prior work, our bounds do not suffer…