conftrace_

frequentist regret

3 papers

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Co-occurring keywords

regret bound (1926) function approximation (319) reinforcement learning (4352) multinomial logistic (5) transition model (17) adversarial bandit (59) randomized least-squares value iteration (2) multinomial logistic model (1) optimistic sampling (2) randomized exploration (8)

Papers

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