SNU CBE

Adaptive Dynamic Programming Control

연구주제 · Computational Theory and Mathematics

참여 교수

교수연구분야논문
이종민공정시스템5

연결되는 NTIS 분류

화학공정 4

논문 (피인용 순)

연도논문학부 저자피인용
2020A model-based deep reinforcement learning method applied to finite-horizon optimal control of nonlinear control-affine system 화학공정 › 촉매/반응기술
Journal of Process Control
이종민60
2020Model‐based reinforcement learning for nonlinear optimal control with practical asymptotic stability guarantees 화학공정 › 촉매/반응기술
AIChE Journal
이종민20
2020Convergence analysis of the deep neural networks based globalized dual heuristic programming 화학공정 › 촉매/반응기술
Automatica
이종민13
2018Deep reinforcement learning based finite-horizon optimal tracking control for nonlinear system
IFAC-PapersOnLine
이종민12
2023Integrating Path Integral Control With Backstepping Control to Regulate Stochastic System 화학공정 › 공정시스템기술
International Journal of Control Automation and Systems
이종민1

인접 그래프

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교수 1

이종민

논문 5

Deep reinforcement learning based finite-horizon optimal tracking cont · Model‐based reinforcement learning for nonlinear optimal control with · Integrating Path Integral Control With Backstepping Control to Regulat · A model-based deep reinforcement learning method applied to finite-hor · Convergence analysis of the deep neural networks based globalized dual

학문분야 1

Computational Theory and Mathematics