Junseok Kim

I am a Ph.D. student at Robot Learning Lab at Seoul National University, advised by Prof. Songhwai Oh.

Before joining to Robot Learning Lab, I earned my Bachelor's degree from Department of Electrical and Computer Engineering (ECE) at Seoul National University.

Email  /  CV  /  Google Scholar  /  Github

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Publications
Compositional Transduction with Latent Analogies for Offline Goal-Conditioned Reinforcement Learning
Junseok Kim, Dohyeong Kim, Mineui Hong, Songhwai Oh
International Conference on Machine Learning (ICML), 2026
project page / paper

Stage-Wise Reward Shaping for Acrobatic Robots: A Constrained Multi-Objective Reinforcement Learning Approach
Dohyeong Kim, Hyeokjin Kwon, Junseok Kim, Gunmin Lee, and Songhwai Oh
IEEE International Conference on Robotics and Automation (ICRA), 2025
paper / video

Gradual Receptive Expansion Using Vision Transformer for Online 3D Bin Packing
Minjae Kang, Hogun Kee, Yoseph Park, Junseok Kim, Jaeyeon Jeong, Geunje Cheon, Jaewon Lee, and Songhwai Oh
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2024
paper / video

Object Rearrangement Planning for Target Retrieval in a Confined Space with Lateral View
Minjae Kang, Junseok Kim, Hogun Kee, and Songhwai Oh
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023
paper / video

Grasp Planning for Occluded Objects in a Confined Space with Lateral View Using Monte Carlo Tree Search
Minjae Kang, Hogun Kee, Junseok Kim, and Songhwai Oh
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2022
paper / video


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