multi-armed bandit

Prior-Dependent Allocations for Bayesian Fixed-Budget Best-Arm Identification in Structured Bandits AISTATS 2025 PRIORITY2REWARD: Incorporating Healthworker Preferences for Resource Allocation Planning AAAI 2025 Problem-dependent Regret for Lexicographic Multi-Armed Bandits with Adversarial Corruptions IJCAI 2025 Pure Exploration with Feedback Graphs AISTATS 2025 QuACK: A Multipurpose Queuing Algorithm for Cooperative k-Armed Bandits AISTATS 2025 Quantile Multi-Armed Bandits with 1-bit Feedback ALT 2025 Quantum Best Arm Identification with Quantum Oracles AAAI 2025 Randomised Optimism via Competitive Co-Evolution for Matrix Games with Bandit Feedback IJCAI 2025 Regret-Optimal List Replicable Bandit Learning: Matching Upper and Lower Bounds ICLR 2025 Replication-proof Bandit Mechanism Design with Bayesian Agents AAAI 2025 Reward Maximization for Pure Exploration: Minimax Optimal Good Arm Identification for Nonparametric Multi-Armed Bandits AISTATS 2025 Risk-sensitive Bandits: Arm Mixture Optimality and Regret-efficient Algorithms AISTATS 2025 Robust Performance Incentivizing Algorithms for Multi-Armed Bandits with Strategic Agents AAAI 2025 Satisficing Regret Minimization in Bandits ICLR 2025 SMAB: MAB based word Sensitivity Estimation Framework and its Applications in Adversarial Text Generation NAACL 2025 Stochastic Bandits Robust to Adversarial Attacks ICLR 2025 Time-varying Gaussian Process Bandits with Unknown Prior AISTATS 2025 Tokenized Bandit for LLM Decoding and Alignment ICML 2025 Towards Fusion of Neural Audio Codec-based Representations with Spectral for Heart Murmur Classification via Bandit-based Cross-Attention Mechanism Interspeech 2025 ULTHO: Ultra-Lightweight yet Efficient Hyperparameter Optimization in Deep Reinforcement Learning ICCV 2025 A Best-of-both-worlds Algorithm for Bandits with Delayed Feedback with Robustness to Excessive Delays NeurIPS 2024 Adaptive Anytime Multi-Agent Path Finding Using Bandit-Based Large Neighborhood Search AAAI 2024 Adaptive Learning Rate for Follow-the-Regularized-Leader: Competitive Analysis and Best-of-Both-Worlds COLT 2024 Adaptive Regret for Bandits Made Possible: Two Queries Suffice ICLR 2024 ADR-X: ANN-Assisted Wireless Link Rate Adaptation for Compute-Constrained Embedded Gaming Devices NSDI 2024