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optimistic regret

3 papers

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Co-occurring keywords · papers mentioning both

regret bound (3) online learning (2) sublinear hint (1) hint vector (1) cost predictor (1) adversarial markov decision process (1) linear optimization (1) online linear optimization (1) policy search (1)

Papers

Optimistic Regret Bounds for Online Learning in Adversarial Markov Decision Processes UAI 2024 Logarithmic Regret from Sublinear Hints NeurIPS 2021 Online Learning with Imperfect Hints ICML 2020