2020 Virtual AIChE Annual Meeting

Session: Advances in Machine Learning and Intelligent Systems I

Chair

Zhang, Q., University of Minnesota

Co-Chair

Cecelja, F., University of Surrey

Presentations

08:00 AM

(402a) Or-Gym: A Reinforcement Learning Library for Operations Research Problems
Hubbs, C. D., Sarwar, O., Grossmann, I., Perez, H., Sahinidis, N.

08:15 AM

(402b) Updated LEAPS2 for Surrogate Recommendation
Ahmad, M., Karimi, I. A.

08:30 AM

(402c) When Deep Learning Meets Sparse Model Identification: Online Adaptive Sparse Identification of Systems (OASIS)
Bhadriraju, B., Khan, F., Kwon, J.

08:45 AM

(339g) Applying Reinforcement Learning to Control Batch Processes
Zhu, W., Wang, Z., Castillo, I., Rendall, R., Chiang, L., Romagnoli, J. A.

09:00 AM

(402f) Inverse Linear Optimization: Conceptual Framework, Two-Phase Algorithm, and Adaptive Sampling
Gupta, R., Zhang, Q.

09:15 AM

(402g) Connections between Residual Networks and Explicit Numerical Integrators, with Applications to Identification of Noninvertible Dynamical Systems
Cui, T., Bertalan, T., Psarellis, G., Kevrekidis, I. G.