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02/15/2023
Optimal Sample Complexity of Reinforcement Learning for Uniformly Ergodic Discounted Markov Decision Processes
We consider the optimal sample complexity theory of tabular reinforcemen...
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02/13/2022
Surgical Scheduling via Optimization and Machine Learning with Long-Tailed Data
Using data from cardiovascular surgery patients with long and highly var...
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04/04/2018
A Fixed Point Theorem for Iterative Random Contraction Operators over Banach Spaces
Consider a contraction operator T over a Banach space X with a fixed po...
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10/11/2016
