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optimal exploration

5 papers

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Co-occurring keywords · papers mentioning both

multi-armed bandit (2) reinforcement learning (2) bayes-adaptive pomdp (1) latent context (1) optimal stopping (1) latent context variable (1) probabilistic formulation (1) context variable (1) multi-reward setting (1) convex approximation (1)

Papers

Multi-Reward Best Policy Identification NeurIPS 2024 Explore the Context: Optimal Data Collection for Context-Conditional Dynamics Models AISTATS 2021 Learning in POMDPs with Monte Carlo Tree Search ICML 2017 Finding a most biased coin with fewest flips COLT 2014 lil’ UCB : An Optimal Exploration Algorithm for Multi-Armed Bandits COLT 2014