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08/17/2023
Equitable Restless Multi-Armed Bandits: A General Framework Inspired By Digital Health
Restless multi-armed bandits (RMABs) are a popular framework for algorit...
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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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03/01/2023
Fairness for Workers Who Pull the Arms: An Index Based Policy for Allocation of Restless Bandit Tasks
Motivated by applications such as machine repair, project monitoring, an...
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07/04/2021
Robust Restless Bandits: Tackling Interval Uncertainty with Deep Reinforcement Learning
We introduce Robust Restless Bandits, a challenging generalization of re...
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05/04/2021
Envisioning Communities: A Participatory Approach Towards AI for Social Good
Research in artificial intelligence (AI) for social good presupposes som...
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07/05/2020
Collapsing Bandits and Their Application to Public Health Interventions
We propose and study Collpasing Bandits, a new restless multi-armed band...
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02/05/2019