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optimistic sampling

2 papers

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regret bound (2) decision-estimation coefficient (1) multinomial logistic model (1) information ratio (1) information-directed sampling (1) multinomial logistic (1) frequentist regret (1) transition model (1) randomized exploration (1) exploration strategy (1)

Papers

Optimistic Information Directed Sampling COLT 2024 Randomized Exploration for Reinforcement Learning with Multinomial Logistic Function Approximation NeurIPS 2024