2020 Virtual AIChE Annual Meeting

Session: Advances in Machine Learning and Intelligent Systems I

Chair

Qi Zhang, University of Minnesota

Co-Chair

Franjo Cecelja, University of Surrey

Presentations

08:00 AM

(402a) Or-Gym: A Reinforcement Learning Library for Operations Research Problems
Christian D. Hubbs, Owais Sarwar, Ignacio Grossmann, Hector Perez, Nick Sahinidis

08:15 AM

(402b) Updated LEAPS2 for Surrogate Recommendation
Maaz Ahmad, Iftekhar A. Karimi

08:30 AM

(402c) When Deep Learning Meets Sparse Model Identification: Online Adaptive Sparse Identification of Systems (OASIS)
Bhavana Bhadriraju, Faisal Khan, Joseph Kwon

08:45 AM

(339g) Applying Reinforcement Learning to Control Batch Processes
Wenbo Zhu, Zhenyu Wang, Ivan Castillo, Ricardo Rendall, Leo Chiang, Jose A. Romagnoli

09:00 AM

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

09:15 AM

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