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 2021Show all

10 papers · 1 filter

cs.RO2021★ 41 cited

Learning Efficient Policies for Picking Entangled Wire Harnesses: An Approach to Industrial Bin Picking

Xinyi Zhang, Yukiyasu Domae, Weiwei Wan +1

Wire harnesses are essential connecting components in manufacturing industry but are challenging to be automated in industrial tasks such as bin picking. They are long, flexible an…

cs.RO2021★ 1 cited

A Topological Solution of Entanglement for Complex-shaped Parts in Robotic Bin-picking

Xinyi Zhang, Keisuke Koyama, Yukiyasu Domae +2

This paper addresses the problem of picking up only one object at a time avoiding any entanglement in bin-picking. To cope with a difficult case where the complex-shaped objects ar…

cs.RO2021★ 1 cited

Assembly Planning by Recognizing a Graphical Instruction Manual

Issei Sera, Natsuki Yamanobe, Ixchel G. Ramirez-Alpizar +3

This paper proposes a robot assembly planning method by automatically reading the graphical instruction manuals design for humans. Essentially, the method generates an Assembly Tas…

cs.RO2021★ 1 cited

Bimanual Shelf Picking Planner Based on Collapse Prediction

T. Motoda, D. Petit, W. Wan +1

In logistics warehouse, since many objects are randomly stacked on shelves, it becomes difficult for a robot to safely extract one of the objects without other objects falling from…

cs.RO2021★ 5 cited

Challenges and Outlook in Robotic Manipulation of Deformable Objects

Jihong Zhu, Andrea Cherubini, Claire Dune +10

Deformable object manipulation (DOM) is an emerging research problem in robotics. The ability to manipulate deformable objects endows robots with higher autonomy and promises new a…

cs.RO2021★ 6 cited

Controlling Pivoting Gait using Graph Model Predictive Control

Ang Zhang, Keisuke Koyama, Weiwei Wan +1

Pivoting gait is efficient for manipulating a big and heavy object with relatively small manipulating force, in which a robot iteratively tilts the object, rotates it around the ve…