"Convergence Analysis of the Deep Neural Networks based Globalized Dual Heuristic Programming"

J. W. Kim, T. H. Oh, S. H. Son, D. H. Jeong, and J. M. Lee * , Automatica , 122 , 109222

"Move Blocked Model Predictive Control with Improved Optimality using Semi-explicit Approach for Applying Time-varying Blocking Structure"

S. H. Son, T. H. Oh, J. W. Kim, and J. M. Lee* , Journal of Process Control , 92 , 50–61

"A Model-based Deep Reinforcement Learning Method Applied to Finite-horizon Optimal Control of Nonlinear Control affine System"

J. W. Kim, B. J. Park, H. Yoo, T. H. Oh, J. H. Lee, and J. M. Lee* , Journal of Process Control , vol. 87 , 166–178