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The success of many healthcare programs depends on participants' adherence.
Restless bandits: Activity allocation in a changing world
Peter Whittle · 1988
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On an index policy for restless bandits
Richard R Weber and Gideon Weiss · 1990
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Opportunity Cost
James M. Buchanan · 1991
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The complexity of optimal queueing network control
Christos H Papadimitriou and John N Tsitsiklis · 1994
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Long short-term memory
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Some indexable families of restless bandit problems
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Guillaume Chevillon · 2007
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Indexability of restless bandit problems and optimality of whittle index for dynamic multichannel access
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Adam: A method for stochastic optimization
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Yasuko Matsubara, Yasushi Sakurai, Willem G Van Panhuis, and Christos Faloutsos · 2014
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Markov Decision Processes: Discrete Stochastic Dynamic Programming
M. L. Puterman · 2014
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Minh-Thang Luong, Hieu Pham, and Christopher D Manning · 2015
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Non-markovian reward modelling from trajectory labels via interpretable multiple instance learning
Joseph Early, Tom Bewley, Christine Evers, and Sarvapali Ramchurn · 2022
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Field study in deploying restless multi-armed bandits: Assisting non-profits in improving maternal and child health
Aditya Mate, Lovish Madaan, Aparna Taneja, Neha Madhiwalla, Shresth Verma, Gargi Singh, Aparna Hegde, Pradeep Varakantham, and Milind Tambe · 2022
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Robustness of whittle index policy to model approximation
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Attention is all you need
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An empirical evaluation of generic convolutional and recurrent networks for sequence modeling
Shaojie Bai, J Zico Kolter, and Vladlen Koltun · 2018
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Age of information: Whittle index for scheduling stochastic arrivals
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Modeling long-and short-term temporal patterns with deep neural networks
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Effectiveness of information technology–enabled ‘smart eating’health promotion intervention: A cluster randomized controlled trial
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Transformers in time series: A survey
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Maternal and newborn health
ARMMAN · 2023
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Scalable decision-focused learning in restless multi-armed bandits with application to maternal and child health
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