Ilya Orson Sandoval

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 6

Top Topics

Chance Constrained

Dynamic Optimization

Reinforcement Learning

Top Venues

Comput. Chem. Eng.

Publications

Miguel Ángel de Carvalho Servia, Ilya Orson Sandoval, Klaus Hellgardt, King Kuok Hii, Dongda Zhang, Ehecatl Antonio del Rio-Chanona
The Automated Discovery of Kinetic Rate Models - Methodological Frameworks. CoRR (2023)
Ilya Orson Sandoval, Panagiotis Petsagkourakis, Ehecatl Antonio del Rio-Chanona
Neural ODEs as Feedback Policies for Nonlinear Optimal Control. CoRR (2022)
Panagiotis Petsagkourakis, Ilya Orson Sandoval, Eric Bradford, Dongda Zhang, Ehecatl Antonio del Rio-Chanona
Constrained Reinforcement Learning for Dynamic Optimization under Uncertainty. CoRR (2020)
Panagiotis Petsagkourakis, Ilya Orson Sandoval, Eric Bradford, Federico Galvanin, Dongda Zhang, Ehecatl Antonio del Rio-Chanona
Chance Constrained Policy Optimization for Process Control and Optimization. CoRR (2020)
Panagiotis Petsagkourakis, Ilya Orson Sandoval, Eric Bradford, Dongda Zhang, Ehecatl Antonio del Rio-Chanona
Reinforcement learning for batch bioprocess optimization. Comput. Chem. Eng. 133 (2020)
Panagiotis Petsagkourakis, Ilya Orson Sandoval, Eric Bradford, Dongda Zhang, Ehecatl Antonio del Rio-Chanona
Reinforcement Learning for Batch Bioprocess Optimization. CoRR (2019)