information-directed sampling

Optimistic Information Directed Sampling COLT 2024 Linear Partial Monitoring for Sequential Decision Making: Algorithms, Regret Bounds and Applications JMLR 2023 Adaptive Sampling for Discovery NeurIPS 2022 Contextual Information-Directed Sampling ICML 2022 Regret Bounds for Information-Directed Reinforcement Learning NeurIPS 2022 Asymptotically Optimal Information-Directed Sampling COLT 2021 Bias-Robust Bayesian Optimization via Dueling Bandits ICML 2021 Information Directed Sampling for Sparse Linear Bandits NeurIPS 2021 Mirror Descent and the Information Ratio COLT 2021 The Value of Information When Deciding What to Learn NeurIPS 2021 Information Directed Sampling for Linear Partial Monitoring COLT 2020 Information-Directed Exploration for Deep Reinforcement Learning ICLR 2019 Information Directed Sampling and Bandits with Heteroscedastic Noise COLT 2018 Learning to Optimize via Information-Directed Sampling NeurIPS 2014