multi-armed bandit

Taming Heavy-Tailed Losses in Adversarial Bandits and the Best-of-Both-Worlds Setting NeurIPS 2024 The Best Arm Evades: Near-optimal Multi-pass Streaming Lower Bounds for Pure Exploration in Multi-armed Bandits COLT 2024 The Choice of Noninformative Priors for Thompson Sampling in Multiparameter Bandit Models AAAI 2024 Thompson Sampling for Real-Valued Combinatorial Pure Exploration of Multi-Armed Bandit AAAI 2024 Towards Efficient and Optimal Covariance-Adaptive Algorithms for Combinatorial Semi-Bandits NeurIPS 2024 Tree Search-Based Evolutionary Bandits for Protein Sequence Optimization AAAI 2024 Unveiling User Satisfaction and Creator Productivity Trade-Offs in Recommendation Platforms NeurIPS 2024 Using Adaptive Bandit Experiments to Increase and Investigate Engagement in Mental Health AAAI 2024 AC-Band: A Combinatorial Bandit-Based Approach to Algorithm Configuration AAAI 2023 Active Velocity Estimation using Light Curtains via Self-Supervised Multi-Armed Bandits RSS 2023 Adaptation to Misspecified Kernel Regularity in Kernelised Bandits AISTATS 2023 Adaptation to the Range in K-Armed Bandits JMLR 2023 Adaptive Algorithms for Relaxed Pareto Set Identification NeurIPS 2023 Adaptive Data Depth via Multi-Armed Bandits JMLR 2023 Adaptive Linear Estimating Equations NeurIPS 2023 Adversarial Attacks on Online Learning to Rank with Click Feedback NeurIPS 2023 Allocating Divisible Resources on Arms with Unknown and Random Rewards COLT 2023 Almost Cost-Free Communication in Federated Best Arm Identification AAAI 2023 An ε-Best-Arm Identification Algorithm for Fixed-Confidence and Beyond NeurIPS 2023 An Efficient Algorithm for Fair Multi-Agent Multi-Armed Bandit with Low Regret AAAI 2023 A New Look at Dynamic Regret for Non-Stationary Stochastic Bandits JMLR 2023 An Exploration-by-Optimization Approach to Best of Both Worlds in Linear Bandits NeurIPS 2023 An Information-Theoretic Analysis of Nonstationary Bandit Learning ICML 2023 An Instance-Dependent Analysis for the Cooperative Multi-Player Multi-Armed Bandit ALT 2023 A Novel Demand Response Model and Method for Peak Reduction in Smart Grids -- PowerTAC IJCAI 2023