activity
20192026
most citedDHRL: A Graph-Based Approach for Long-Horizon and Sparse Hierarchical Reinforcement Learning

3 citations · 5 across the 10 of their papers we have counts for

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7 papers · 1 filter

cs.RO2026

Demonstration of Space Robot Teleoperation over a Lossy and Delayed Network using ATMOS

Inkyu Jang, Gregorio Marchesini, Nicola De Carli +15

We present a demonstration showcasing the Autonomy Testbed for Multi-purpose Orbiting Systems (ATMOS), a planar spacecraft-analog robot designed for hardware-in-the-loop evaluation…

cs.RO2025

EigenSafe: A Spectral Framework for Learning-Based Probabilistic Safety Assessment

Inkyu Jang, Jonghae Park, Sihyun Cho +3

We present EigenSafe, an operator-theoretic framework for safety assessment of learning-enabled stochastic systems. In many robotic applications, the dynamics are inherently stocha…

cs.RO2025

Enhancing Feature Tracking Reliability for Visual Navigation using Real-Time Safety Filter

Dabin Kim, Inkyu Jang, Youngsoo Han +2

Vision sensors are extensively used for localizing a robot's pose, particularly in environments where global localization tools such as GPS or motion capture systems are unavailabl…

cs.RO2021

Robust and Recursively Feasible Real-Time Trajectory Planning in Unknown Environments

Inkyu Jang, Dongjae Lee, Seungjae Lee +1

Motion planners for mobile robots in unknown environments face the challenge of simultaneously maintaining both robustness against unmodeled uncertainties and persistent feasibilit…

cs.RO2021

Real-Time Motion Planning of a Hydraulic Excavator using Trajectory Optimization and Model Predictive Control

Dongjae Lee, Inkyu Jang, Jeonghyun Byun +2

Automation of excavation tasks requires real-time trajectory planning satisfying various constraints. To guarantee both constraint feasibility and real-time trajectory re-plannabil…

cs.RO2021

Stability and Robustness Analysis of Plug-Pulling using an Aerial Manipulator

Jeonghyun Byun, Dongjae Lee, Hoseong Seo +3

In this paper, an autonomous aerial manipulation task of pulling a plug out of an electric socket is conducted, where maintaining the stability and robustness is challenging due to…