Jianqi Ruan

According to our database, Jianqi Ruan authored at least 4 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Human operator decision support for highly transient industrial processes: a reinforcement learning approach.

Jianqi Ruan, Bob Nooning, Ivan Parkes, Wal Blejde, George Chiu, Neera Jain

J. Intell. Manuf., February, 2025

2024

Fast Physics-Informed Model Predictive Control Approximation for Lyapunov Stability.

Josue N. Rivera, Jianqi Ruan, XiaoLin Xu, Shuting Yang, Dengfeng Sun, Neera Jain

CoRR, 2024

2023

Offline Model-Free Reinforcement Learning with a Recurrent Augmented Dataset for Highly Transient Industrial Processes.

Jianqi Ruan, Uduak Inyang-Udoh, Bob Nooning, Ivan Parkes, Wal Blejde, George Chiu, Neera Jain

Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

2022

Applying a Deep Q-Network for Human Operator Behavioral Modeling and Decision Support in a Twin-Roll Casting Process.

Jianqi Ruan, Michael Ponder, Ivan Parkes, Wal Blejde, George Chiu, Neera Jain

Proceedings of the American Control Conference, 2022