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information ratio

5 papers

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Co-occurring keywords · papers mentioning both

regret bound (4) bayesian regret (3) thompson sampling (3) online learning (3) information-directed sampling (2) adversarial bandit (2) contextual bandit (2) mirror descent (2) decision-estimation coefficient (1) kolmogorov dimension (1)

Papers

Optimistic Information Directed Sampling COLT 2024 Improved Bayesian Regret Bounds for Thompson Sampling in Reinforcement Learning NeurIPS 2023 Lifting the Information Ratio: An Information-Theoretic Analysis of Thompson Sampling for Contextual Bandits NeurIPS 2022 Mirror Descent and the Information Ratio COLT 2021 Connections Between Mirror Descent, Thompson Sampling and the Information Ratio NeurIPS 2019