Home » Authors » Victor Boone, Cyrille Kone, Waris Radji, Odalric-Ambrym Maillard, Dorian Baudry

Victor Boone, Cyrille Kone, Waris Radji, Odalric-Ambrym Maillard, Dorian Baudry

Public reference bibliography and cataloged PDF materials authored or published by Victor Boone, Cyrille Kone, Waris Radji, Odalric-Ambrym Maillard, Dorian Baudry.

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Towards instance-dependent regret optimality in Episodic MDPs with Posterior Sampling

Year: 2026 • Source: arxiv.org • Listed PDF

We study regret minimization in finite-horizon episodic Markov Decision Processes (MDPs). While minimax-optimal algorithms are known, tractable approaches to instance-dependent optimality are still lacking. Motivated by ...