del Rio-Chanona, Ehecatl Antonio
- Neural ODEs as Feedback Policies for Nonlinear Optimal Control
2022/10/20 by Ilya Orson Sandoval, Sandoval, Ilya Orson, Panagiotis Petsagkourakis +3 · 3 citations
Engineering · Physics and Astronomy · #Advanced Control Systems Optimization #Artificial Intelligence (cs.AI) #Control Systems and Identification #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Model Reduction and Neural Networks #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Chance Constrained Policy Optimization for Process Control and Optimization
2020/07/30 by Petsagkourakis, Panagiotis, Sandoval, Ilya Orson, Bradford, Eric +3 · 2 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering
- An Analysis of Multi-Agent Reinforcement Learning for Decentralized Inventory Control Systems
2023/07/21 by Marwan Mousa, Mousa, Marwan, Damien van de Berg +7 · 3 citations
Business, Management and Accounting · #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Supply Chain and Inventory Management #Systems and Control (eess.SY) #electronic engineering #information engineering
- Safe Real-Time Optimization using Multi-Fidelity Gaussian Processes
2021/11/10 by Panagiotis Petsagkourakis, Petsagkourakis, Panagiotis, Benoît Chachuat +3 · 1 citation
Computer Science · Engineering · #Advanced Control Systems Optimization #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Water resources management and optimization
- Real-Time Optimization Meets Bayesian Optimization and Derivative-Free\n Optimization: A Tale of Modifier Adaptation
2020/09/18 by Ehecatl Antonio del Rio‐Chanona, del Rio-Chanona, Ehecatl Antonio, Panagiotis Petsagkourakis +7 · 1 citation
Computer Science · Engineering · #Advanced Control Systems Optimization #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Process Optimization and Integration
- Hierarchical planning-scheduling-control -- Optimality surrogates and derivative-free optimization
2023/10/11 by Damien van de Berg, van de Berg, Damien, Nilay Shah +3 · 1 citation
Engineering · Computer Science · #Process Optimization and Integration #Advanced Control Systems Optimization #Advanced Multi-Objective Optimization Algorithms
- Data-driven Koopman MPC using Mixed Stochastic-Deterministic Tubes
2025/10/24 by Zhengang Zhong, Ehecatl Antonio del Rio‐Chanona, Zhong, Zhengang +3 · 1 citation
Engineering · Physics and Astronomy · #Advanced Control Systems Optimization #Control Systems and Identification #FOS: Electrical engineering #Model Reduction and Neural Networks #Systems and Control (eess.SY) #electronic engineering #information engineering