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09/18/2020
Modifier Adaptation Meets Bayesian Optimization and Derivative-Free Optimization
This paper investigates a new class of modifier-adaptation schemes to ov...
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07/30/2020
Chance Constrained Policy Optimization for Process Control and Optimization
Chemical process optimization and control are affected by 1) plant-model...
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06/04/2020
Constrained Reinforcement Learning for Dynamic Optimization under Uncertainty
Dynamic real-time optimization (DRTO) is a challenging task due to the f...
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08/05/2019
