best arm identification

On the Finite-Time Performance of the Knowledge Gradient Algorithm ICML 2022 Open Problem: Optimal Best Arm Identification with Fixed-Budget COLT 2022 Top Two Algorithms Revisited NeurIPS 2022 (Almost) Free Incentivized Exploration from Decentralized Learning Agents NeurIPS 2021 Asymptotically Best Causal Effect Identification with Multi-Armed Bandits NeurIPS 2021 Bandits with many optimal arms NeurIPS 2021 Best Arm Identification in Graphical Bilinear Bandits ICML 2021 Best Model Identification: A Rested Bandit Formulation ICML 2021 Efficient Pure Exploration for Combinatorial Bandits with Semi-Bandit Feedback ALT 2021 Epsilon Best Arm Identification in Spectral Bandits IJCAI 2021 Fast Pure Exploration via Frank-Wolfe NeurIPS 2021 Mean-based Best Arm Identification in Stochastic Bandits under Reward Contamination NeurIPS 2021 Multi-Armed Bandits with Bounded Arm-Memory: Near-Optimal Guarantees for Best-Arm Identification and Regret Minimization NeurIPS 2021 Near-Optimal Model-Free Reinforcement Learning in Non-Stationary Episodic MDPs ICML 2021 Optimal Best-Arm Identification Methods for Tail-Risk Measures NeurIPS 2021 Optimal Streaming Algorithms for Multi-Armed Bandits ICML 2021 Practical, Provably-Correct Interactive Learning in the Realizable Setting: The Power of True Believers NeurIPS 2021 Probabilistic Sequential Shrinking: A Best Arm Identification Algorithm for Stochastic Bandits with Corruptions ICML 2021 Quantile Bandits for Best Arms Identification ICML 2021 Quantum Exploration Algorithms for Multi-Armed Bandits AAAI 2021 Selective Sampling for Online Best-arm Identification NeurIPS 2021 Testification of Condorcet Winners in dueling bandits UAI 2021 Variance-dependent best arm identification UAI 2021 An Optimal Elimination Algorithm for Learning a Best Arm NeurIPS 2020 Batched Coarse Ranking in Multi-Armed Bandits NeurIPS 2020