Taekyung Kim

Orcid: 0000-0001-6890-5445

Affiliations:
  • Agency for Defense Development, Daejeon, Korea


According to our database1, Taekyung Kim authored at least 14 papers between 2021 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

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Bibliography

2023
Learning Terrain-Aware Kinodynamic Model for Autonomous Off-Road Rally Driving With Model Predictive Path Integral Control.
IEEE Robotics Autom. Lett., November, 2023

ScaTE: A Scalable Framework for Self- Supervised Traversability Estimation in Unstructured Environments.
IEEE Robotics Autom. Lett., 2023

METAVerse: Meta-Learning Traversability Cost Map for Off-Road Navigation.
CoRR, 2023

Safe Navigation in Unstructured Environments by Minimizing Uncertainty in Control and Perception.
CoRR, 2023

Self-Supervised 3D Traversability Estimation With Proxy Bank Guidance.
IEEE Access, 2023

Bridging Active Exploration and Uncertainty-Aware Deployment Using Probabilistic Ensemble Neural Network Dynamics.
Proceedings of the Robotics: Science and Systems XIX, Daegu, 2023

2022
Smooth Model Predictive Path Integral Control Without Smoothing.
IEEE Robotics Autom. Lett., 2022

TOAST: Trajectory Optimization and Simultaneous Tracking Using Shared Neural Network Dynamics.
IEEE Robotics Autom. Lett., 2022

Uncertainty Reduction for 3D Point Cloud Self-Supervised Traversability Estimation.
CoRR, 2022

An Open-Source Low-Cost Mobile Robot System With an RGB-D Camera and Efficient Real-Time Navigation Algorithm.
IEEE Access, 2022

Physics Embedded Neural Network Vehicle Model and Applications in Risk-Aware Autonomous Driving Using Latent Features.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

2021
Derivative Action Control: Smooth Model Predictive Path Integral Control without Smoothing.
CoRR, 2021

Real-Time Navigation System for a Low-Cost Mobile Robot with an RGB-D Camera.
CoRR, 2021

Curriculum Learning for Vehicle Lateral Stability Estimations.
IEEE Access, 2021


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