Panagiotis Petsagkourakis

25 papers C 1Journal 23Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Data-driven Koopman MPC using Mixed Stochastic-Deterministic Tubes. CoRR Zhengang Zhong, Ehecatl Antonio del Rio-Chanona, Panagiotis Petsagkourakis
2023	C	`conf`	An efficient data-driven distributionally robust MPC leveraging linear programming. ACC Zhengang Zhong, Ehecatl Antonio del Rio-Chanona, Panagiotis Petsagkourakis
2023	J	`jnl`	Tube-based distributionally robust model predictive control for nonlinear process systems via linearization. Comput. Chem. Eng. Zhengang Zhong, Ehecatl Antonio del Rio-Chanona, Panagiotis Petsagkourakis
2022	J	`jnl`	Neural ODEs as Feedback Policies for Nonlinear Optimal Control. CoRR Ilya Orson Sandoval, Panagiotis Petsagkourakis, Ehecatl Antonio del Rio-Chanona
2022	J	`jnl`	Safe chance constrained reinforcement learning for batch process control. Comput. Chem. Eng. Max Mowbray, Panagiotis Petsagkourakis, Ehecatl Antonio del Rio-Chanona, Dongda Zhang
2022	J	`jnl`	Tube-based Distributionally Robust Model Predictive Control for Nonlinear Process Systems via Linearization. CoRR Zhengang Zhong, Ehecatl Antonio del Rio-Chanona, Panagiotis Petsagkourakis
2021	J	`jnl`	Constrained model-free reinforcement learning for process optimization. Comput. Chem. Eng. Elton Pan, Panagiotis Petsagkourakis, Max Mowbray, Dongda Zhang, Ehecatl Antonio del Rio-Chanona
2021	J	`jnl`	Data-driven distributionally robust MPC using the Wasserstein metric. CoRR Zhengang Zhong, Ehecatl Antonio del Rio-Chanona, Panagiotis Petsagkourakis
2021	J	`jnl`	Integrating process design and control using reinforcement learning. CoRR Steven Sachio, Max Mowbray, Maria M. Papathanasiou, Ehecatl Antonio del Rio-Chanona, Panagiotis Petsagkourakis
2021	J	`jnl`	Real-time optimization meets Bayesian optimization and derivative-free optimization: A tale of modifier adaptation. Comput. Chem. Eng. Ehecatl Antonio del Rio-Chanona, Panagiotis Petsagkourakis, Eric Bradford, Jose Eduardo Alves Graciano, Benoît Chachuat
2021	J	`jnl`	Robust Stability of Barrier-Based Model Predictive Control. IEEE Trans. Autom. Control. Panagiotis Petsagkourakis, William Paul Heath, Joaquín Carrasco, Constantinos Theodoropoulos
2021	J	`jnl`	Safe Chance Constrained Reinforcement Learning for Batch Process Control. CoRR Max Mowbray, Panagiotis Petsagkourakis, Ehecatl Antonio del Rio-Chanona, Robin Smith, Dongda Zhang
2021	—	`conf`	Safe Real-Time Optimization using Multi-Fidelity Gaussian Processes. CDC Panagiotis Petsagkourakis, Benoît Chachuat, Ehecatl Antonio del Rio-Chanona
2021	J	`jnl`	Safe Real-Time Optimization using Multi-Fidelity Gaussian Processes. CoRR Panagiotis Petsagkourakis, Benoît Chachuat, Ehecatl Antonio del Rio-Chanona
2021	J	`jnl`	Safe model-based design of experiments using Gaussian processes. Comput. Chem. Eng. Panagiotis Petsagkourakis, Federico Galvanin
2020	J	`jnl`	Chance Constrained Policy Optimization for Process Control and Optimization. CoRR Panagiotis Petsagkourakis, Ilya Orson Sandoval, Eric Bradford, Federico Galvanin, Dongda Zhang, Ehecatl Antonio del Rio-Chanona
2020	J	`jnl`	Constrained Model-Free Reinforcement Learning for Process Optimization. CoRR Elton Pan, Panagiotis Petsagkourakis, Max Mowbray, Dongda Zhang, Antonio del Rio-Chanona
2020	J	`jnl`	Constrained Reinforcement Learning for Dynamic Optimization under Uncertainty. CoRR Panagiotis Petsagkourakis, Ilya Orson Sandoval, Eric Bradford, Dongda Zhang, Ehecatl Antonio del Rio-Chanona
2020	J	`jnl`	Modifier Adaptation Meets Bayesian Optimization and Derivative-Free Optimization. CoRR Ehecatl Antonio del Rio-Chanona, Panagiotis Petsagkourakis, Eric Bradford, Jose Eduardo Alves Graciano, Benoît Chachuat
2020	J	`jnl`	Reinforcement learning for batch bioprocess optimization. Comput. Chem. Eng. Panagiotis Petsagkourakis, Ilya Orson Sandoval, Eric Bradford, Dongda Zhang, Ehecatl Antonio del Rio-Chanona
2020	J	`jnl`	Safe model-based design of experiments using Gaussian processes. CoRR Panagiotis Petsagkourakis, Federico Galvanin
2020	J	`jnl`	Stability analysis of piecewise affine systems with multi-model predictive control. Autom. Panagiotis Petsagkourakis, William Paul Heath, Constantinos Theodoropoulos
2019	J	`jnl`	Input-Output Stability of Barrier-Based Model Predictive Control. CoRR Panagiotis Petsagkourakis, William Paul Heath, Joaquín Carrasco, Constantinos Theodoropoulos
2019	J	`jnl`	Reinforcement Learning for Batch Bioprocess Optimization. CoRR Panagiotis Petsagkourakis, Ilya Orson Sandoval, Eric Bradford, Dongda Zhang, Ehecatl Antonio del Rio-Chanona
2018	J	`jnl`	Stability Analysis of Piecewise Affine Systems with Multi-model Model Predictive Control. CoRR Panagiotis Petsagkourakis, William Paul Heath, Constantinos Theodoropoulos