Jun Moon

Jun Moon

Hanyang University

H-index: 19

Asia-South Korea

About Jun Moon

Jun Moon, With an exceptional h-index of 19 and a recent h-index of 16 (since 2020), a distinguished researcher at Hanyang University, specializes in the field of stochastic control, game theory, filtering, optimization.

His recent articles reflect a diverse array of research interests and contributions to the field:

The infinite-dimensional Pontryagin maximum principle for optimal control problems of fractional evolution equations with endpoint state constraints

A Pontryagin maximum principle for terminal state-constrained optimal control problems of Volterra integral equations with singular kernels

Deep reinforcement learning-based model-free path planning and collision avoidance for UAVs: A soft actor–critic with hindsight experience replay approach

Offline Reinforcement Learning for Automated Stock Trading

On the Optimality Condition for Optimal Control of Caputo Fractional Differential Equations with State Constraints

Deep Reinforcement Learning Based Active Network Management and Emergency Load-Shedding Control for Power Systems

Transformer Actor-Critic with Regularization: Automated Stock Trading using Reinforcement Learning

Application of Recurrent Neural-Network based Kalman Filter for Uncertain Target Models

Jun Moon Information

University

Position

Associate Professor

Citations(all)

1000

Citations(since 2020)

860

Cited By

384

hIndex(all)

19

hIndex(since 2020)

16

i10Index(all)

37

i10Index(since 2020)

32

Email

University Profile Page

Google Scholar

Jun Moon Skills & Research Interests

stochastic control

game theory

filtering

optimization

Top articles of Jun Moon

Title

Journal

Author(s)

Publication Date

The infinite-dimensional Pontryagin maximum principle for optimal control problems of fractional evolution equations with endpoint state constraints

AIMS Mathematics

Yuna Oh

Jun Moon

2024

A Pontryagin maximum principle for terminal state-constrained optimal control problems of Volterra integral equations with singular kernels

AIMS MATHEMATICS

Jun Moon

2023

Deep reinforcement learning-based model-free path planning and collision avoidance for UAVs: A soft actor–critic with hindsight experience replay approach

ICT Express

Myoung Hoon Lee

Jun Moon

2023/6/1

Offline Reinforcement Learning for Automated Stock Trading

IEEE Access

Namyeong Lee

Jun Moon

2023/10/13

On the Optimality Condition for Optimal Control of Caputo Fractional Differential Equations with State Constraints

IFAC-PapersOnLine

Jun Moon

2023/1/1

Deep Reinforcement Learning Based Active Network Management and Emergency Load-Shedding Control for Power Systems

IEEE Transactions on Smart Grid

Haotian Zhang

Xinfeng Sun

Myoung Hoon Lee

Jun Moon

2023/8/8

Transformer Actor-Critic with Regularization: Automated Stock Trading using Reinforcement Learning

Namyeong Lee

Jun Moon

2023/5/30

Application of Recurrent Neural-Network based Kalman Filter for Uncertain Target Models

Journal of the Korea Institute of Military Science and Technology

DongBeom Kim

Daekyo Jeong

Jaehyuk Lim

Sawon Min

Jun Moon

2023/2/5

Linear–quadratic stochastic leader–follower differential games for Markov jump-diffusion models

Automatica

Jun Moon

2023/1/1

A sufficient condition for optimal control problem of fully coupled forward‐backward stochastic systems with jumps: A state‐constrained control approach

Optimal Control Applications and Methods

Hyun Jong Yang

Jun Moon

2023/7

Fuzzy event-triggered super twisting sliding mode control for position tracking of permanent magnet synchronous motors under unknown disturbances

IEEE Transactions on Industrial Informatics

Jaehyoung Gu

Sesun You

Wonhee Kim

Jun Moon

2023/1/17

Super-Twisting Sliding Mode Control with Accelerated Gradient Descent Method for Synchronous Reluctance Motor Control System

Hyunwoo Kim

Jun Moon

2023/6/18

A Necessary Optimality Condition for Optimal Control of Caputo Fractional Evolution Equations

IFAC-PapersOnLine

Jun Moon

2023/1/1

Constrained Variational Policy Optimization for Emergency Load Shedding of Power Systems

제어로봇시스템학회 국내학술대회 논문집

Haotian Zhang

Xinfeng Sun

Myoung Hoon Lee

Jun Moon

2023/6

Nonstandard Linear-Quadratic Decision Making

Tamer Başar

Jun Moon

Jiongmin Yong

Huanshui Zhang

2023/12/13

Maximum Norm Minimization: A Single-Policy Multi-Objective Reinforcement Learning to Expansion of the Pareto Front

Seonjae Lee

Myoung Hoon Lee

Jun Moon

2022/10/17

State and control path-dependent stochastic zero-sum differential games: Viscosity solutions of path-dependent Hamilton–Jacobi–Isaacs equations

Mathematics

Jun Moon

2022/5/22

Stochastic optimal control in infinite dimensions with state constraints

Nonlinear Analysis

Jun Moon

2022/10/1

State and control path-dependent stochastic optimal control with jumps

IEEE Transactions on Automatic Control

Jun Moon

2022/3/23

Neural Network based Control for Swing-up and Stabilization of Rotary Inverted Pendulum

제어로봇시스템학회 국내학술대회 논문집

DongBeom Kim

Ngo Phong Nguyen

Jun Moon

2022/6

See List of Professors in Jun Moon University(Hanyang University)

Co-Authors

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