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bandit algorithm

108 papers

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Co-occurring keywords

regret bound (1926) multi-armed bandit (1098) online learning (1777) stochastic optimization (1060) contextual bandit (381) bayesian optimization (624) sample complexity (1169) dueling bandit (57) regret minimization (315) best arm identification (85)

Papers

Bandit Submodular Maximization for Multi-Robot Coordination in Unpredictable and Partially Observable Environments RSS 2023
Multi-Agent Best Arm Identification with Private Communications ICML 2023
Covariance-adaptive best arm identification NIPS 2023
Overcoming Prior Misspecification in Online Learning to Rank AISTATS 2023
Sample Complexity for Quadratic Bandits: Hessian Dependent Bounds and Optimal Algorithms NIPS 2023
Online Corrupted User Detection and Regret Minimization NIPS 2023
Meta-Learning for Simple Regret Minimization AAAI 2023
Incentivizing Combinatorial Bandit Exploration NIPS 2022
Multi-Fidelity Best-Arm Identification NIPS 2022
Robust Tests in Online Decision-Making AAAI 2022
Efficient Change-Point Detection for Tackling Piecewise-Stationary Bandits JMLR 2022
A Near-Optimal Best-of-Both-Worlds Algorithm for Online Learning with Feedback Graphs NIPS 2022
Product Ranking for Revenue Maximization with Multiple Purchases NIPS 2022
A Fast Algorithm for PAC Combinatorial Pure Exploration AAAI 2022
Online Learning and Pricing for Network Revenue Management with Reusable Resources NIPS 2022
Bandits for Structure Perturbation-Based Black-Box Attacks To Graph Neural Networks With Theoretical Guarantees CVPR 2022
Non-monotonic Resource Utilization in the Bandits with Knapsacks Problem NIPS 2022
Maximizing and Satisficing in Multi-armed Bandits with Graph Information NIPS 2022
Minimax Regret for Cascading Bandits NIPS 2022
Online Decision Mediation NIPS 2022
Minimax Optimal Algorithms for Fixed-Budget Best Arm Identification NIPS 2022
Graph Neural Network Bandits NIPS 2022
On the Value of Prior in Online Learning to Rank AISTATS 2022
IMED-RL: Regret optimal learning of ergodic Markov decision processes NIPS 2022
AutoBandit: A Meta Bandit Online Learning System IJCAI 2021