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Collapsing Bandits and Their Application to Public Health Intervention.

, , , , и . NeurIPS, (2020)

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Matt A Jackson-MacCabe

Therese Killian

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Klauspeter Killian

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Collapsing Bandits and Their Application to Public Health Intervention., , , , и . NeurIPS, (2020)Limited Resource Allocation in a Non-Markovian World: The Case of Maternal and Child Healthcare., , , , и . IJCAI, стр. 5950-5958. ijcai.org, (2023)Restless and uncertain: Robust policies for restless bandits via deep multi-agent reinforcement learning., , , и . UAI, том 180 из Proceedings of Machine Learning Research, стр. 990-1000. PMLR, (2022)Learning to Prescribe Interventions for Tuberculosis Patients Using Digital Adherence Data., , , , , и . KDD, стр. 2430-2438. ACM, (2019)Envisioning Communities: A Participatory Approach Towards AI for Social Good., , , и . AIES, стр. 425-436. ACM, (2021)Networked Restless Multi-Armed Bandits for Mobile Interventions., , , , , , и . AAMAS, стр. 1001-1009. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), (2022)Beyond "To Act or Not to Act": Fast Lagrangian Approaches to General Multi-Action Restless Bandits., , и . AAMAS, стр. 710-718. ACM, (2021)Flexible Budgets in Restless Bandits: A Primal-Dual Algorithm for Efficient Budget Allocation., , , , , и . AAAI, стр. 12103-12111. AAAI Press, (2023)Robust Planning over Restless Groups: Engagement Interventions for a Large-Scale Maternal Telehealth Program., , , , , , , , , и 1 other автор(ы). AAAI, стр. 14295-14303. AAAI Press, (2023)Fairness for Workers Who Pull the Arms: An Index Based Policy for Allocation of Restless Bandit Tasks., , , , и . AAMAS, стр. 1321-1328. ACM, (2023)