Optimistic Algorithms for Safe Linear Bandits Under General Constraints

The stochastic linear bandit problem has emerged as a fundamental building-block in machine learning and control, and a realistic model for many applications. By equipping this classical problem with safety constraints, the <italic>safe linear bandit problem</italic> further broadens its...

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Bibliographic Details
Main Authors: Spencer Hutchinson, Arghavan Zibaie, Ramtin Pedarsani, Mahnoosh Alizadeh
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Open Journal of Control Systems
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Online Access:https://ieeexplore.ieee.org/document/10950393/
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