Jemin Hwangbo

Jemin Hwangbo

KAIST

H-index: 20

Asia-South Korea

About Jemin Hwangbo

Jemin Hwangbo, With an exceptional h-index of 20 and a recent h-index of 19 (since 2020), a distinguished researcher at KAIST, specializes in the field of legged robots, reinforcement learning.

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

Learning Vehicle Dynamics from Cropped Image Patches for Robot Navigation in Unpaved Outdoor Terrains

Legged Robot State Estimation With Invariant Extended Kalman Filter Using Neural Measurement Network

Artigrasp: Physically plausible synthesis of bi-manual dexterous grasping and articulation

Not only rewards but also constraints: Applications on legged robot locomotion

Learning quadrupedal locomotion on deformable terrain

Learning whole-body manipulation for quadrupedal robot

Imitating and Finetuning Model Predictive Control for Robust and Symmetric Quadrupedal Locomotion

Monte carlo tree search gait planner for non-gaited legged system control

Jemin Hwangbo Information

University

Position

mechanical engineering

Citations(all)

4725

Citations(since 2020)

4435

Cited By

1279

hIndex(all)

20

hIndex(since 2020)

19

i10Index(all)

23

i10Index(since 2020)

22

Email

University Profile Page

Google Scholar

Jemin Hwangbo Skills & Research Interests

legged robots

reinforcement learning

Top articles of Jemin Hwangbo

Title

Journal

Author(s)

Publication Date

Learning Vehicle Dynamics from Cropped Image Patches for Robot Navigation in Unpaved Outdoor Terrains

IEEE Robotics and Automation Letters

Jeong Hyun Lee

Jinhyeok Choi

Simo Ryu

Hyunsik Oh

Suyoung Choi

...

2024/2/29

Legged Robot State Estimation With Invariant Extended Kalman Filter Using Neural Measurement Network

arXiv preprint arXiv:2402.00366

Donghoon Youm

Hyunsik Oh

Suyoung Choi

Hyeongjun Kim

Jemin Hwangbo

2024/2/1

Artigrasp: Physically plausible synthesis of bi-manual dexterous grasping and articulation

arXiv preprint arXiv:2309.03891

Hui Zhang

Sammy Christen

Zicong Fan

Luocheng Zheng

Jemin Hwangbo

...

2023/9/7

Not only rewards but also constraints: Applications on legged robot locomotion

arXiv preprint arXiv:2308.12517

Yunho Kim

Hyunsik Oh

Jeonghyun Lee

Jinhyeok Choi

Gwanghyeon Ji

...

2023/8/24

Learning quadrupedal locomotion on deformable terrain

Science Robotics

Suyoung Choi

Gwanghyeon Ji

Jeongsoo Park

Hyeongjun Kim

Juhyeok Mun

...

2023/1/25

Learning whole-body manipulation for quadrupedal robot

IEEE Robotics and Automation Letters

Seunghun Jeon

Moonkyu Jung

Suyoung Choi

Beomjoon Kim

Jemin Hwangbo

2023/11/22

Imitating and Finetuning Model Predictive Control for Robust and Symmetric Quadrupedal Locomotion

IEEE Robotics and Automation Letters

Donghoon Youm

Hyunyoung Jung

Hyeongjun Kim

Jemin Hwangbo

Hae-Won Park

...

2023/9/29

Monte carlo tree search gait planner for non-gaited legged system control

Lorznzo Amatucci

Joon-Ha Kim

Jemin Hwangbo

Hae-Won Park

2022/5/23

Learning forward dynamics model and informed trajectory sampler for safe quadruped navigation

arXiv preprint arXiv:2204.08647

Yunho Kim

Chanyoung Kim

Jemin Hwangbo

2022/4/19

Concurrent training of a control policy and a state estimator for dynamic and robust legged locomotion

IEEE Robotics and Automation Letters

Gwanghyeon Ji

Juhyeok Mun

Hyeongjun Kim

Jemin Hwangbo

2022/2/14

Learning robust perceptive locomotion for quadrupedal robots in the wild

Science Robotics

Takahiro Miki

Joonho Lee

Jemin Hwangbo

Lorenz Wellhausen

Vladlen Koltun

...

2022/1/19

Learning legged mobile manipulation using reinforcement learning

Seokju Lee

Seunghun Jeon

Jemin Hwangbo

2022/12/7

D-grasp: Physically plausible dynamic grasp synthesis for hand-object interactions

Sammy Christen

Muhammed Kocabas

Emre Aksan

Jemin Hwangbo

Jie Song

...

2022

Design of KAIST HOUND, a quadruped robot platform for fast and efficient locomotion with mixed-integer nonlinear optimization of a gear train

Young-Ha Shin

Seungwoo Hong

Sangyoung Woo

JongHun Choe

Harim Son

...

2022/5/23

Learning footstep planning for the quadrupedal locomotion with model predictive control

Joo Woong Byun

Donghoon Youm

Seunghoon Jeon

Jemin Hwangbo

Hae-Won Park

2021/12/16

Legged robot state estimation with dynamic contact event information

IEEE Robotics and Automation Letters

Joon-Ha Kim

Seungwoo Hong

Gwanghyeon Ji

Seunghun Jeon

Jemin Hwangbo

...

2021/6/30

Force control of a hydraulic actuator with a neural network inverse model

IEEE Robotics and Automation Letters

Sung-Woo Kim

Buyoun Cho

Seunghoon Shin

Jun-Ho Oh

Jemin Hwangbo

...

2021/2/25

Learning quadrupedal locomotion over challenging terrain

Science robotics

Joonho Lee

Jemin Hwangbo

Lorenz Wellhausen

Vladlen Koltun

Marco Hutter

2020/10/21

See List of Professors in Jemin Hwangbo University(KAIST)