Sampling based Planning

We are working on various planning techniques for different types of robots. Some of examples include:

  • Optimal planning techniques for robots
  • Sampling based techniques for handling difficult regions, e.g., narrow passage
  • Integrated approaches for task and motion planning
Adaptive Lazy Collision Checking for Optimal Sampling-based Motion Planning
Donghyuk Kim, Youngsun Kwon, and Sung-Eui Yoon
Int. Conf. on Ubiquitous Robots(UR), 2018
Automated task planning using object arrangement optimization
Mincheul Kang, Youngsun Kwon, and Sung-Eui Yoon
Int. Conf. on Ubiquitous Robots(UR), 2018
Source code: ZIP file, Github page
Dancing PRM* : Simultaneous Planning of Sampling and Optimization with Configuration Free Space Approximation
Donghyuk Kim, Youngsun Kwon, and Sung-Eui Yoon
IEEE Int. Conf. on Robotics and Automation (ICRA), 2018
DDK-RRT: A Data Driven Kinodynamic RRT for continuous kinodynamic planning with complex dynamics
Junghwan Lee, Heechan Shin, and Sung-Eui Yoon
International Conference on Advanced Robotics(ICAR), 2017
(oral paper) Received the best paper award in robotic planning
PCA based Computation of Illumination-Invariant Space for Road Detection
Taeyoung Kim, Yu-Wing Tai, and Sung-Eui Yoon
WACV, 2017
Source code: ZIP file, Github page
Anytime RRBT for Handling Uncertainty and Dynamic Objects
Hyunchul Yang, Jongwoo Lim, and Sung-Eui Yoon
IROS, 2016
Super Ray based Updates for Occupancy Maps
Youngsun Kwon, Donghyuk Kim, and Sung-Eui Yoon
TopIEEE Int. Conf. on Robotics and Automation (ICRA), 2016
Recursive Path Planning Using Reduced States for Car-like Vehicles on Grid Maps
Sangyol Yoon, Sung-Eui Yoon, Unghui Lee, and David Hyunchul Shim
IEEE Transactions on Intelligent Transportation Systems, 2015
Selective retraction-based RRT planner for various environments
Junghwan Lee, OSung Kwon, Liangjun Zhang, and Sung-Eui Yoon
IEEE Transactions on Robotics (T-RO), 2014
Cloud RRT*: Sampling Cloud based RRT*
Donghyuk Kim, Junghwan Lee, and Sung-Eui Yoon
ICRA, 2014
PROT: Productive Regions-Oriented Task space path planning for hyper-redundant manipulators
Junghwan Lee and Sung-eui Yoon
ICRA, 2014
SR-RRT: Selective Retraction-based RRT Planner
Junghwan Lee, OSung Kwon, Liangjun Zhang, and Sung-eui Yoon
IEEE International Conference on Robotics and Automations (ICRA), 2012