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Panagiotis Petsagkourakis

Neural ODEs as Feedback Policies for Nonlinear Optimal Control

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Oct 20, 2022
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Safe Real-Time Optimization using Multi-Fidelity Gaussian Processes

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Nov 10, 2021
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Safe Chance Constrained Reinforcement Learning for Batch Process Control

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Apr 23, 2021
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Constrained Model-Free Reinforcement Learning for Process Optimization

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Nov 16, 2020
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Modifier Adaptation Meets Bayesian Optimization and Derivative-Free Optimization

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Sep 18, 2020
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Chance Constrained Policy Optimization for Process Control and Optimization

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Jul 30, 2020
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Constrained Reinforcement Learning for Dynamic Optimization under Uncertainty

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Jun 04, 2020
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