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Julian Whitman

8 accepted papers

2022

GLSO: Grammar-guided Latent Space Optimization for Sample-efficient Robot Design Automation

CoRL 2022poster

Robots have been used in all sorts of automation, and yet the design of robots remains mainly a manual task. We seek to provide design tools to automate the design of robots themselves. An important challenge in robot design automation is the large and complex design search space which grows exponen…

Cited by 20SourcecodeScholar
2022

Modular Robot Design Optimization with Generative Adversarial Networks

ICRA 2022poster

Modular robots are made up of a set of components which can be configured and reconfigured to form customized robots for a wide range of tasks. Fully utilizing the flexibility of modular robots is challenging, as it requires the identification of optimal modular designs for each given task, often wi…

Cited by 30SourceScholar
2021

Reconstruction of Backbone Curves for Snake Robots

RA-L 2021

Snake robots composed of alternating single-axis pitch and yaw joints have many internal degrees of freedom, which make them capable of versatile three-dimensional locomotion. In motion planning process, snake robot motions are often designed kinematically by a chronological sequence of continuous b

Cited by 19SourceScholar
2020

The Omega Turn: A Biologically-Inspired Turning Strategy for Elongated Limbless Robots

IROS 2020poster

Snake robots have the potential to locomote through tightly packed spaces, but turning effectively within unmodelled and unsensed environments remains challenging. Inspired by a behavior observed in the tiny nematode worm C. elegans, we propose a novel in-place turning gait for elongated limbless ro…

Cited by 10SourceScholar
2017

Generating gaits for simultaneous locomotion and manipulation

IROS 2017poster

Modular robots can be rapidly reconfigured into customized articulated legged morphologies capable of mobile manipulation and inspection. However, current gait generation methods do not keep pace with the speed of physical reconfiguration. This work focuses on quickly creating gaits for modular legg…

Cited by 22SourceScholar