multi-armed bandit

Asymptotically-Optimal Gaussian Bandits with Side Observations ICML 2022 A Unifying Theory of Thompson Sampling for Continuous Risk-Averse Bandits AAAI 2022 Bandit Data-Driven Optimization for Crowdsourcing Food Rescue Platforms AAAI 2022 Bandit Learning with Joint Effect of Incentivized Sampling, Delayed Sampling Feedback, and Self-Reinforcing User Preferences ICLR 2022 Bandit Limited Discrepancy Search and Application to Machine Learning Pipeline Optimization AAAI 2022 Bandits for Structure Perturbation-Based Black-Box Attacks To Graph Neural Networks With Theoretical Guarantees CVPR 2022 BandMaxSAT: A Local Search MaxSAT Solver with Multi-armed Bandit IJCAI 2022 Batch-Size Independent Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms or Independent Arms NeurIPS 2022 Bayesian Change-Point Detection for Bandit Feedback in Non-stationary Environments ACML 2022 Best Arm Identification with Safety Constraints AISTATS 2022 Best Heuristic Identification for Constraint Satisfaction IJCAI 2022 Best of Both Worlds Model Selection NeurIPS 2022 Better Best of Both Worlds Bounds for Bandits with Switching Costs NeurIPS 2022 Beyond the Best: Distribution Functional Estimation in Infinite-Armed Bandits NeurIPS 2022 Bounded Memory Adversarial Bandits with Composite Anonymous Delayed Feedback IJCAI 2022 Combinatorial Bandits with Linear Constraints: Beyond Knapsacks and Fairness NeurIPS 2022 Complete Policy Regret Bounds for Tallying Bandits COLT 2022 Congested Bandits: Optimal Routing via Short-term Resets ICML 2022 CVaR-Regret Bounds for Multi-armed Bandits ACML 2022 Debiasing Samples from Online Learning Using Bootstrap AISTATS 2022 Decentralized Cooperative Reinforcement Learning with Hierarchical Information Structure ALT 2022 Deep Hierarchy in Bandits ICML 2022 Distributionally-Aware Kernelized Bandit Problems for Risk Aversion ICML 2022 Dynamic Bandits with Temporal Structure IJCAI 2022 Dynamic Pricing with Monotonicity Constraint under Unknown Parametric Demand Model NeurIPS 2022