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Walter G. Bircher

7 accepted papers

2020

Benchmarking Cluttered Robot Pick-and-Place Manipulation With the Box and Blocks Test

RA-L 2020

In this work, we propose a pick-and-place benchmark to assess the manipulation capabilities of a robotic system. The benchmark is based on the Box and Blocks Test (BBT), a task utilized for decades by the rehabilitation community to assess unilateral gross manual dexterity in humans. We propose thre

Cited by 35SourceScholar
2019

A Data-Driven Framework for Learning Dexterous Manipulation of Unknown Objects

IROS 2019poster

We address the problem of developing precision, quasi-static control strategies for fingertip manipulation in robot hands. In general, analytically specifying useful object transition maps, or hand-object Jacobians, for scenarios in which there is uncertainty in some key aspect of the hand-object sy…

Cited by 6SourceScholar
2019

Energy Gradient-Based Graphs for Planning Within-Hand Caging Manipulation

ICRA 2019poster

In this work, we present a within-hand manipulation approach that leverages a simple energy model based on caging grasps made by underactuated hands. Instead of explicitly modeling the contacts and dynamics in manipulation, we can calculate a map to describe the energy states of different hand-objec…

Cited by 9SourceScholar
2019

Learning from Transferable Mechanics Models: Generalizable Online Mode Detection in Underactuated Dexterous Manipulation

ICRA 2019poster

In this work, we investigate a mechanics-inspired framework for describing fingertip-based planar within-hand manipulation with an underactuated robotic gripper. In particular, this framework leverages fundamental mechanics properties of the hand-object system, including basic terms such as local co…

Cited by 5SourceScholar
2017

Toward robust, whole-hand caging manipulation with underactuated hands

ICRA 2017poster

Human in-hand dexterity can be highly fluid and unstructured, but in contrast, prevailing research in robotic manipulation has focused on highly structured, well-controlled motions where contact points are carefully characterized. Maintaining grasp stability through traditional closure conditions du…

Cited by 34SourceScholar