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frequentist regret

3 papers

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Co-occurring keywords · papers mentioning both

regret bound (3) function approximation (2) reinforcement learning (2) multinomial logistic (1) transition model (1) adversarial bandit (1) randomized least-squares value iteration (1) multinomial logistic model (1) optimistic sampling (1) randomized exploration (1)

Papers

Randomized Exploration for Reinforcement Learning with Multinomial Logistic Function Approximation NeurIPS 2024 Bayesian Design Principles for Frequentist Sequential Learning ICML 2023 Frequentist Regret Bounds for Randomized Least-Squares Value Iteration AISTATS 2020