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05/22/2023
Limited Resource Allocation in a Non-Markovian World: The Case of Maternal and Child Healthcare
The success of many healthcare programs depends on participants' adheren...
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02/06/2023
Improved Policy Evaluation for Randomized Trials of Algorithmic Resource Allocation
We consider the task of evaluating policies of algorithmic resource allo...
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01/19/2023
Decision-Focused Evaluation: Analyzing Performance of Deployed Restless Multi-Arm Bandits
Restless multi-arm bandits (RMABs) is a popular decision-theoretic frame...
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05/30/2022
Optimistic Whittle Index Policy: Online Learning for Restless Bandits
Restless multi-armed bandits (RMABs) extend multi-armed bandits to allow...
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04/28/2022
ADVISER: AI-Driven Vaccination Intervention Optimiser for Increasing Vaccine Uptake in Nigeria
More than 5 million children under five years die from largely preventab...
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09/22/2021
Facilitating human-wildlife cohabitation through conflict prediction
With increasing world population and expanded use of forests as cohabite...
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09/16/2021