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instance-dependent complexity

3 papers

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Co-occurring keywords · papers mentioning both

sample complexity (2) kernelized bandit (1) near-optimal policy (1) instance-dependent regret (1) zero-order oracle (1) normalized cumulative regret (1) online experiment design (1) pure exploration (1) linear mdp (1) linear bandit (1)

Papers

Instance-Dependent Near-Optimal Policy Identification in Linear MDPs via Online Experiment Design NeurIPS 2022 Instance Dependent Regret Analysis of Kernelized Bandits ICML 2022 Near Instance Optimal Model Selection for Pure Exploration Linear Bandits AISTATS 2022