conftrace_

multi-armed bandit

1098 papers

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Also known as

MAB

Co-occurring keywords

regret bound (1926) online learning (1777) stochastic optimization (1060) thompson sampling (237) upper confidence bound (197) regret minimization (315) online algorithm (445) sample complexity (1169) contextual bandit (381) best arm identification (85)

Papers

AI for Planning Public Health Interventions IJCAI 2021
DART: Adaptive Accept Reject Algorithm for Non-Linear Combinatorial Bandits AAAI 2021
A One-Size-Fits-All Solution to Conservative Bandit Problems AAAI 2021
Dual-Mandate Patrols: Multi-Armed Bandits for Green Security AAAI 2021
Robustness Guarantees for Mode Estimation with an Application to Bandits AAAI 2021
Comparison Lift: Bandit-based Experimentation System for Online Advertising AAAI 2021
Misspecified Gaussian Process Bandit Optimization NIPS 2021
Regime Switching Bandits NIPS 2021
A Closer Look at the Worst-case Behavior of Multi-armed Bandit Algorithms NIPS 2021
Selective Sampling for Online Best-arm Identification NIPS 2021
Variational Bayesian Optimistic Sampling NIPS 2021
Doubly Robust Thompson Sampling with Linear Payoffs NIPS 2021
Multi-armed Bandit Requiring Monotone Arm Sequences NIPS 2021
Stochastic bandits with groups of similar arms. NIPS 2021
Multi-Armed Bandits with Bounded Arm-Memory: Near-Optimal Guarantees for Best-Arm Identification and Regret Minimization NIPS 2021
Asymptotically Best Causal Effect Identification with Multi-Armed Bandits NIPS 2021
Fair Exploration via Axiomatic Bargaining NIPS 2021
Heterogeneous Multi-player Multi-armed Bandits: Closing the Gap and Generalization NIPS 2021
Bandits with many optimal arms NIPS 2021
Bandits with Knapsacks beyond the Worst Case NIPS 2021
Recurrent Submodular Welfare and Matroid Blocking Semi-Bandits NIPS 2021
Fair Algorithms for Multi-Agent Multi-Armed Bandits NIPS 2021
Causal Bandits with Unknown Graph Structure NIPS 2021
Optimal Best-Arm Identification Methods for Tail-Risk Measures NIPS 2021
Identification of the Generalized Condorcet Winner in Multi-dueling Bandits NIPS 2021