Search Results for author: Owais Sarwar

Found 2 papers, 1 papers with code

A Discussion on Practical Considerations with Sparse Regression Methodologies

no code implementations18 Nov 2020 Owais Sarwar, Benjamin Sauk, Nikolaos V. Sahinidis

Sparse linear regression is a vast field and there are many different algorithms available to build models.

regression

OR-Gym: A Reinforcement Learning Library for Operations Research Problems

3 code implementations14 Aug 2020 Christian D. Hubbs, Hector D. Perez, Owais Sarwar, Nikolaos V. Sahinidis, Ignacio E. Grossmann, John M. Wassick

Reinforcement learning (RL) has been widely applied to game-playing and surpassed the best human-level performance in many domains, yet there are few use-cases in industrial or commercial settings.

reinforcement-learning Reinforcement Learning (RL)

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