activity
20152023
most citedVariable Compliance Control for Robotic Peg-in-Hole Assembly: A Deep Reinforcement Learning Approach

176 citations · 716 across the 63 of their papers we have counts for

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Showing 2022Show all

5 papers · 1 filter

cs.RO2022★ 4 cited

Integrating a Manual Pipette into a Collaborative Robot Manipulator for Flexible Liquid Dispensing

Junbo Zhang, Weiwei Wan, Nobuyuki Tanaka +2

This paper presents a system integration approach for a 6-DoF (Degree of Freedom) collaborative robot to operate a pipette for liquid dispensing. Its technical development is three…

cs.RO2022

Accelerating Robot Learning of Contact-Rich Manipulations: A Curriculum Learning Study

Cristian C. Beltran-Hernandez, Damien Petit, Ixchel G. Ramirez-Alpizar +1

The Reinforcement Learning (RL) paradigm has been an essential tool for automating robotic tasks. Despite the advances in RL, it is still not widely adopted in the industry due to…

cs.RO2022

A Dual-Arm Robot that Manipulates Heavy Plates Cooperatively with a Vacuum Lifter

Shogo Hayakawa, Weiwei Wan, Keisuke Koyama +1

A vacuum lifter is widely used to hold and pick up large, heavy, and flat objects. Conventionally, when using a vacuum lifter, a human worker watches the state of a running vacuum…

cs.RO2022

Metal Wire Manipulation Planning for 3D Curving -- How a Low Payload Robot Can Use a Bending Machine to Bend Stiff Metal Wire

Ruishuang Liu, Weiwei Wan, Emiko Isomura +1

This paper presents a combined task and motion planner for a robot arm to carry out 3D metal wire curving tasks by collaborating with a bending machine. We assume a collaborative r…

cs.RO2022★ 16 cited

Category-Association Based Similarity Matching for Novel Object Pick-and-Place Task

Hao Chen, Takuya Kiyokawa, Weiwei Wan +1

Robotic pick-and-place has been researched for a long time to cope with uncertainty of novel objects and changeable environments. Past works mainly focus on learning-based methods…