Optimistic Algorithms

Optimistic PAC Reinforcement Learning: the Instance-Dependent View
Optimistic algorithms have been extensively studied for regret minimization in episodic tabular Markov Decision Processes (MDPs), both …
Andrea Tirinzoni, Aymen Al Marjani, Emilie Kaufmann
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