Causally abstracted multi-armed bandits

Multi-armed bandits (MAB) and causal MABs (CMAB) are established frameworks for decision-making problems. The majority of prior work typically studies and solves individual MAB and CMAB in isolation for a given problem and associated data. However, decision-makers are often faced with multiple relat...

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Bibliographic Details
Main Authors: Zennaro, FM, Bishop, N, Dyer, J, Felekis, Y, Calinescu, A, Wooldridge, M, Damoulas, T
Format: Conference item
Language:English
Published: PMLR 2024