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Second Order Bounds for Contextual Bandits with Function Approximation
Arxiv
0+阅读 · 3月15日
Variance-Dependent Regret Lower Bounds for Contextual Bandits
Arxiv
0+阅读 · 3月15日
Exploiting Concavity Information in Gaussian Process Contextual Bandit Optimization
Arxiv
0+阅读 · 3月13日
Sparse Additive Contextual Bandits: A Nonparametric Approach for Online Decision-making with High-dimensional Covariates
Arxiv
0+阅读 · 3月21日
Generalized Linear Bandits with Limited Adaptivity
Arxiv
0+阅读 · 2月25日
Efficient Implementation of LinearUCB through Algorithmic Improvements and Vector Computing Acceleration for Embedded Learning Systems
Arxiv
0+阅读 · 1月22日
Near-Optimal Private Learning in Linear Contextual Bandits
Arxiv
0+阅读 · 2月18日
Sharp Analysis for KL-Regularized Contextual Bandits and RLHF
Arxiv
0+阅读 · 2月11日
HD-CB: The First Exploration of Hyperdimensional Computing for Contextual Bandits Problems
Arxiv
0+阅读 · 1月28日
Second Order Bounds for Contextual Bandits with Function Approximation
Arxiv
0+阅读 · 2月20日
Provably Efficient RLHF Pipeline: A Unified View from Contextual Bandits
Arxiv
0+阅读 · 2月11日
Contextual Online Decision Making with Infinite-Dimensional Functional Regression
Arxiv
0+阅读 · 1月30日
To Ask or Not To Ask: Human-in-the-loop Contextual Bandits with Applications in Robot-Assisted Feeding
Arxiv
0+阅读 · 2月5日
Model selection for behavioral learning data and applications to contextual bandits
Arxiv
0+阅读 · 2月18日
Truthful mechanisms for linear bandit games with private contexts
Arxiv
0+阅读 · 1月7日
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