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bayesian regret bound

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Co-occurring keywords · papers mentioning both

bayesian regret (4) posterior sampling (4) thompson sampling (3) reinforcement learning (3) regret bound (2) zero-sum stochastic game (1) average-reward criterion (1) information-directed sampling (1) neural network (1) multi-agent system (1)

Papers

A Bayesian Approach to Online Planning ICML 2024 A Bayesian Learning Algorithm for Unknown Zero-sum Stochastic Games with an Arbitrary Opponent AISTATS 2024 Improved Bayes Regret Bounds for Multi-Task Hierarchical Bayesian Bandit Algorithms NeurIPS 2024 Prior-dependent analysis of posterior sampling reinforcement learning with function approximation AISTATS 2024 Improved Bayesian Regret Bounds for Thompson Sampling in Reinforcement Learning NeurIPS 2023 Information Directed Sampling for Sparse Linear Bandits NeurIPS 2021 Scalar Posterior Sampling with Applications NeurIPS 2018