Combinatorial Multivariant Multi-Armed Bandits with Applications to Episodic Reinforcement...

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Combinatorial Logistic Bandits

X Liu, X Dai, X Wang, M Hajiesmaili, J Lui - arxiv preprint arxiv …, 2024 - arxiv.org
We introduce a novel framework called combinatorial logistic bandits (CLogB), where in
each round, a subset of base arms (called the super arm) is selected, with the outcome of …
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Scalable and Robust Online Learning for AI-powered Networked Systems

X Liu - ACM SIGMETRICS Performance Evaluation Review, 2025 - dl.acm.org
In today's world of pervasive connectivity and intelligent technologies, modern networked
systems-ranging from sprawling data centers to large-scale Internet of Things (IoT) systems …
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