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04/21/2023
A Cubic-regularized Policy Newton Algorithm for Reinforcement Learning
We consider the problem of control in the setting of reinforcement learn...
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07/30/2022
A Gradient Smoothed Functional Algorithm with Truncated Cauchy Random Perturbations for Stochastic Optimization
In this paper, we present a stochastic gradient algorithm for minimizing...
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04/25/2019
Identifying short-term interests from mobile app adoption pattern
With the increase in an average user's dependence on their mobile device...
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01/31/2016