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Moritz A. Graule

8 accepted papers

2024

GG-LLM: Geometrically Grounding Large Language Models for Zero-shot Human Activity Forecasting in Human-Aware Task Planning

ICRA 2024poster

A robot in a human-centric environment needs to account for the human’s intent and future motion in its task and motion planning to ensure safe and effective operation. This requires symbolic reasoning about probable future actions and the ability to tie these actions to specific locations in the ph…

Cited by 21SourceScholar
2022

Contact-implicit Trajectory and Grasp Planning for Soft Continuum Manipulators

IROS 2022poster

As robots begin to move from structured industrial environments to the real world, they must be equipped to not only safely interact with the environment, but also reason about how to leverage contact to perform tasks. In this work, we develop a modeling and motion planning framework for continuum r…

Cited by 8SourceScholar
2022

SoMoGym: A Toolkit for Developing and Evaluating Controllers and Reinforcement Learning Algorithms for Soft Robots

RA-L 2022

Soft robotsoffer a host of benefits over traditional rigid robots, including inherent compliance that lets them passively adapt to variable environments and operate safely around humans and fragile objects. However, that same compliance makes it hard to use model-based methods in planning tasks requ

Cited by 33SourceScholar
2021

An Active Palm Enhances Dexterity of Soft Robotic In-Hand Manipulation

ICRA 2021poster

In-hand manipulation is challenging for soft robotic hands, especially in the real world where robots encounter a variety of object sizes and shapes. As such, the role of the palm is crucial, providing stabilizing contact to objects during grasping and manipulation, and controlling the position of o…

Cited by 12SourceScholar
2021

SoMo: Fast and Accurate Simulations of Continuum Robots in Complex Environments

IROS 2021poster

Engineers and scientists often rely on their intuition and experience when designing soft robotic systems. The development of performant controllers and motion plans for these systems commonly requires time-consuming iterations on hardware. We present the SoMo (Soft Motion) toolkit, a software frame…

Cited by 40SourceScholar
2021

The Role of Digit Arrangement in Soft Robotic In-Hand Manipulation

IROS 2021poster

The need for robotic hands capable of gentle in-hand manipulation is growing rapidly as robots enter the real world. In this work, we show that the arrangement of digits in a soft robotic hand has a strong effect on in-hand manipulation capabilities. Introducing task-based performance metrics which…

Cited by 12SourceScholar
2020

Soft Sensing Shirt for Shoulder Kinematics Estimation

ICRA 2020poster

Soft strain sensors have been explored as an unobtrusive approach for wearable motion tracking. However, accurate tracking of multi degree-of-freedom (DOF) noncyclic joint movements remains a challenge. This paper presents a soft sensing shirt for tracking shoulder kinematics of both cyclic and rand…

Cited by 44SourceScholar
2016

Non-linear resonance modeling and system design improvements for underactuated flapping-wing vehicles

ICRA 2016

Insect-scale flying robots are currently unable to carry the power source and sensor suite required for autonomous operation. To overcome this challenge, we developed and experimentally verified a non-linear damping model of actuation-limited flapping-wing vehicles with passively rotating wing hinge

Cited by 44SourceScholar