Search Results for author: Mingjie Mai

Found 2 papers, 1 papers with code

Dynamic Measurement Scheduling for Event Forecasting using Deep RL

1 code implementation24 Jan 2019 Chun-Hao Chang, Mingjie Mai, Anna Goldenberg

We answer this question by deep reinforcement learning (RL) that jointly minimizes the measurement cost and maximizes predictive gain, by scheduling strategically-timed measurements.

ICU Mortality Reinforcement Learning (RL) +1

Dynamic Measurement Scheduling for Adverse Event Forecasting using Deep RL

no code implementations1 Dec 2018 Chun-Hao Chang, Mingjie Mai, Anna Goldenberg

We address the scheduling problem using deep reinforcement learning (RL) to achieve high predictive gain and low measurement cost, by scheduling fewer, but strategically timed tests.

Reinforcement Learning (RL) Scheduling

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