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Josh Bongard

4 accepted papers

2021

Scale invariant robot behavior with fractals

RSS 2021poster

Robots deployed at orders of magnitude different size scales; and that retain the same desired behavior at any of those scales; would greatly expand the environments in which the robots could operate. However it is currently not known whether such robots exist; and; if they do; how to design them. S…

2020

Sim2real gap is non-monotonic with robot complexity for morphology-in-the-loop flapping wing design

ICRA 2020poster

Morphology of a robot design is important to its ability to achieve a stated goal and therefore applying machine learning approaches that incorporate morphology in the design space can provide scope for significant advantage. Our study is set in a domain known to be reliant on morphology: flapping w…

Cited by 19SourceScholar
2019

Automated Shapeshifting for Function Recovery in Damaged Robots

RSS 2019poster

A robot's mechanical parts routinely wear out from normal functioning and can be lost to injury. For autonomous robots operating in isolated or hostile environments, repair from a human operator is often not possible. Thus, much work has sought to automate damage recovery in robots. However, every c…

2019

Word2vec to behavior: morphology facilitates the grounding of language in machines

IROS 2019poster

Enabling machines to respond appropriately to natural language commands could greatly expand the number of people to whom they could be of service. Recently, advances in neural network-trained word embeddings have empowered non-embodied text-processing algorithms, and suggest they could be of simila…

Cited by 8SourcecodeScholar