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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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09/16/2021
Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-Profits in Improving Maternal and Child Health
The widespread availability of cell phones has enabled non-profits to de...
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06/08/2021
Solving Structured Hierarchical Games Using Differential Backward Induction
Many real-world systems possess a hierarchical structure where a strateg...
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03/08/2021
Efficient Algorithms for Finite Horizon and Streaming Restless Multi-Armed Bandit Problems
Restless Multi-Armed Bandits (RMABs) have been popularly used to model l...
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02/21/2021
A Game-Theoretic Approach for Hierarchical Policy-Making
We present the design and analysis of a multi-level game-theoretic model...
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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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03/03/2019