Songhwai Oh

Songhwai Oh

Seoul National University

H-index: 35

Asia-South Korea

About Songhwai Oh

Songhwai Oh, With an exceptional h-index of 35 and a recent h-index of 24 (since 2020), a distinguished researcher at Seoul National University, specializes in the field of Robotics, Computer Vision, Cyber-Physical Systems.

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

Diffused Task-Agnostic Milestone Planner

Trust region-based safe distributional reinforcement learning for multiple constraints

Commonsense-Aware Object Value Graph for Object Goal Navigation

Scale-Invariant Gradient Aggregation for Constrained Multi-Objective Reinforcement Learning

Sequential preference ranking for efficient reinforcement learning from human feedback

RIANet++: Road Graph and Image Attention Networks for Robust Urban Autonomous Driving under Road Changes

Renderable neural radiance map for visual navigation

Scan: Socially-aware navigation using monte carlo tree search

Songhwai Oh Information

University

Position

Department of Electrical and Computer Engineering

Citations(all)

4964

Citations(since 2020)

2049

Cited By

3744

hIndex(all)

35

hIndex(since 2020)

24

i10Index(all)

87

i10Index(since 2020)

59

Email

University Profile Page

Seoul National University

Google Scholar

View Google Scholar Profile

Songhwai Oh Skills & Research Interests

Robotics

Computer Vision

Cyber-Physical Systems

Top articles of Songhwai Oh

Title

Journal

Author(s)

Publication Date

Diffused Task-Agnostic Milestone Planner

Advances in Neural Information Processing Systems

Mineui Hong

Minjae Kang

Songhwai Oh

2024/2/13

Trust region-based safe distributional reinforcement learning for multiple constraints

Advances in neural information processing systems

Dohyeong Kim

Kyungjae Lee

Songhwai Oh

2024/2/13

Commonsense-Aware Object Value Graph for Object Goal Navigation

IEEE Robotics and Automation Letters

Hwiyeon Yoo

Yunho Choi

Jeongho Park

Songhwai Oh

2024/3/22

Scale-Invariant Gradient Aggregation for Constrained Multi-Objective Reinforcement Learning

arXiv preprint arXiv:2403.00282

Dohyeong Kim

Mineui Hong

Jeongho Park

Songhwai Oh

2024/3/1

Sequential preference ranking for efficient reinforcement learning from human feedback

Advances in Neural Information Processing Systems

Minyoung Hwang

Gunmin Lee

Hogun Kee

Chan Woo Kim

Kyungjae Lee

...

2024/2/13

RIANet++: Road Graph and Image Attention Networks for Robust Urban Autonomous Driving under Road Changes

IEEE Robotics and Automation Letters

Taeoh Ha

Jeongwoo Oh

Gunmin Lee

Jaeseok Heo

Do Hyung Kim

...

2023/9/28

Renderable neural radiance map for visual navigation

Obin Kwon

Jeongho Park

Songhwai Oh

2023

Scan: Socially-aware navigation using monte carlo tree search

Jeongwoo Oh

Jaeseok Heo

Junseo Lee

Gunmin Lee

Minjae Kang

...

2023/5/29

Sdf-based graph convolutional q-networks for rearrangement of multiple objects

Hogun Kee

Minjae Kang

Dohyeong Kim

Jaegoo Choy

Songhwai Oh

2023/5/29

Attention-Based Randomized Ensemble Multi-Agent Q-Learning

Jeongho Park

Obin Kwon

Songhwai Oh

2023/10/17

Topological semantic graph memory for image-goal navigation

Nuri Kim

Obin Kwon

Hwiyeon Yoo

Yunho Choi

Jeongho Park

...

2023/3/6

Object Rearrangement Planning for Target Retrieval in a Confined Space with Lateral View

Minjae Kang

Junseok Kim

Hogun Kee

Songhwai Oh

2023/10/1

Local selective vision transformer for depth estimation using a compound eye camera

Pattern Recognition Letters

Wooseok Oh

Hwiyeon Yoo

Taeoh Ha

Songhwai Oh

2023/3/1

Dual Variable Actor-Critic for Adaptive Safe Reinforcement Learning

Junseo Lee

Jaeseok Heo

Dohyeong Kim

Gunmin Lee

Songhwai Oh

2023/10/1

Meta-explore: Exploratory hierarchical vision-and-language navigation using scene object spectrum grounding

Minyoung Hwang

Jaeyeon Jeong

Minsoo Kim

Yoonseon Oh

Songhwai Oh

2023

Safety guided policy optimization

Dohyeong Kim

Yunho Kim

Kyungjae Lee

Songhwai Oh

2022/10/23

TRC: Trust region conditional value at risk for safe reinforcement learning

IEEE Robotics and Automation Letters

Dohyeong Kim

Songhwai Oh

2022/1/11

Unsupervised 3D Link Segmentation of Articulated Objects With a Mixture of Coherent Point Drift

IEEE Robotics and Automation Letters

Jaegoo Choy

Geonho Cha

Songhwai Oh

2022/6/8

RIANet: Road graph and image attention network for urban autonomous driving

Timothy Ha

Jeongwoo Oh

Hojun Chung

Gunmin Lee

Songhwai Oh

2022/10/23

EventPointNet: Robust Keypoint Detection with Neuromorphic Camera Data

Howoong Jun

Sangil Lee

Songhwai Oh

2022/11/27

See List of Professors in Songhwai Oh University(Seoul National University)

Co-Authors

H-index: 157
Ming-Hsuan Yang

Ming-Hsuan Yang

University of California, Merced

H-index: 139
Shankar Sastry

Shankar Sastry

University of California, Berkeley

H-index: 90
Stuart Russell

Stuart Russell

University of California, Berkeley

H-index: 66
Roberto HOROWITZ

Roberto HOROWITZ

University of California, Berkeley

H-index: 49
luca schenato

luca schenato

Università degli Studi di Padova

H-index: 46
jin young choi

jin young choi

Seoul National University

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