multi-armed bandit

A Complexity Measure for Active Learning in Multi-group Mean Estimation COLT 2026 Adaptive Data Augmentation with Multi-armed Bandit: Sample-Efficient Embedding Calibration for Implicit Pattern Recognition CVPR 2026 Algorithm Design and Stronger Guarantees for the Improving Multi-Armed Bandits Problem UAI 2026 A Reinforcement Learning Approach in Multi-Phase Second-Price Auction Design JMLR 2026 A Theoretical Model for Grit in Pursuing Ambitious Ends AAAI 2026 Bandit Learning for Online Scheduling with Immediate Decision UAI 2026 Bandit Learning in Housing Markets AAAI 2026 Best Arm Identification with Biased Contexts AAAI 2026 Best Arm Identification with Minimal Regret JMLR 2026 Bilevel MCTS for Amortized O(1) Node Selection in Classical Planning AAAI 2026 Chunks as Arms: Multi-Armed Bandit-Guided Sampling for Long-Context LLM Preference Optimization ACL 2026 Constrained Best Arm Identification with Tests for Feasibility AAAI 2026 Distribution-Dependent Rates for Multi-Distribution Learning ALT 2026 DP-NCB: Privacy Preserving Fair Bandits AAAI 2026 DyBBT: Dynamic Balance via Bandit-inspired Targeting for Dialog Policy with Cognitive Dual Systems ACL 2026 Evaluating and Learning Robust Bandit Policies Under Uncertain Causal Mechanisms CLeaR 2026 Explore, Refine, then Commit: Nearly Optimal Multi-Group Mean Estimation with Active Learning UAI 2026 Extreme Value Monte Carlo Tree Search for Classical Planning AAAI 2026 Fair Algorithms with Probing for Multi-Agent Multi-Armed Bandits AAAI 2026 Flickering Multi-Armed Bandits L4DC 2026 Graph-Dependent Regret Bounds in Multi-Armed Bandits with Interference UAI 2026 HiVA: Self-organized Hierarchical Variable Agent via Goal-driven Semantic-Topological Evolution AAAI 2026 Large Language Model-Enhanced Multi-Armed Bandits ACL 2026 Learning Periodic Strategies in Blocking Bandits Is as Hard as Bandits with Switching Costs COLT 2026 Leveraging Similarities in Multi-Armed Bandits COLT 2026