multi-armed bandit

Linear Streaming Bandit: Regret Minimization and Fixed-Budget Epsilon-Best Arm Identification AAAI 2025 Lipschitz Bandits in Optimal Space ICLR 2025 MaxInfoRL: Boosting exploration in reinforcement learning through information gain maximization ICLR 2025 MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity COLING 2025 Multi-agent Multi-armed Bandit Regret Complexity and Optimality AISTATS 2025 Multi-agent Stochastic Bandits Robust to Adversarial Corruptions L4DC 2025 Multi-Armed Bandits with Interference: Bridging Causal Inference and Adversarial Bandits ICML 2025 Multi-armed Bandits with Missing Outcomes UAI 2025 Multi-Objective Neural Bandits with Random Scalarization IJCAI 2025 Multi-player Multi-armed Bandits with Delayed Feedback IJCAI 2025 Multi-play Multi-armed Bandits with Shareable Arm Capacities Revisited: Settling Scarce Capacity ACML 2025 MutantPrompt: Prompt Optimization via Mutation Under a Budget on Modest-sized LMs ACL 2025 Nearly Tight Bounds for Exploration in Streaming Multi-Armed Bandits with Known Optimality Gap AAAI 2025 Near Optimal Non-asymptotic Sample Complexity of 1-Identification ICML 2025 Near-Optimal Regret Bounds for Federated Multi-armed Bandits with Fully Distributed Communication UAI 2025 Offline-to-Online Hyperparameter Transfer for Stochastic Bandits AAAI 2025 On Bits and Bandits: Quantifying the Regret-Information Trade-off ICLR 2025 Online Nonsubmodular Optimization with Delayed Feedback in the Bandit Setting AAAI 2025 Online Prompt Selection for Program Synthesis AAAI 2025 On Speeding Up Language Model Evaluation ICLR 2025 On the Asymptotic Optimality of Confidence Interval Based Algorithms for Fixed Confidence MABs AAAI 2025 Optimal Multi-Objective Best Arm Identification with Fixed Confidence AISTATS 2025 Optimistic Algorithms for Adaptive Estimation of the Average Treatment Effect ICML 2025 Pairwise Elimination with Instance-Dependent Guarantees for Bandits with Cost Subsidy ICLR 2025 p-Mean Regret for Stochastic Bandits AAAI 2025