A soft robot that adapts to environments through shape change
Not on the map. Why?
Abstract (arXiv)
Many organisms, including various species of spiders and caterpillars, change their shape to switch gaits and adapt to different environments. Recent technological advances, ranging from stretchable circuits to highly deformable soft robots, have begun to make shape-changing robots a possibility. However, it is currently unclear how and when shape change should occur, and what capabilities could be gained, leading to a wide range of unsolved design and control problems. To begin addressing these questions, here we simulate, design, and build a soft robot that utilizes shape change to achieve locomotion over both a flat and inclined surface. Modeling this robot in simulation, we explore its capabilities in two environments and demonstrate the existence of environment-specific shapes and gaits that successfully transfer to the physical hardware. We found that the shape-changing robot traverses these environments better than an equivalent but non-morphing robot, in simulation and reality.
Key facts. Cited by 4 papers in the map (data through 7 Oct 2026). First posted on arXiv 14 Aug 2020.
Builds on
No reference list yet.
Built on by
Citing papers per year: 2022: 2; 2023: 0; 2024: 1; 2025: 1.
4 papers.
- 2022Severe Damage Recovery in Evolving Soft Robots through Differentiable Programmingcited by 4
- 2022Shape Change and Control of Pressure-based Soft Agentscited by 0
- 2024AI-driven Inverse Design of Band-Tunable Mechanical Metastructures for Tailored Vibration Mitigationcited by 0
- 2025Body Discovery of Embodied AIcited by 0
- 2025Body Discovery of Embodied AI25 Mar 2025
- 2024AI-driven Inverse Design of Band-Tunable Mechanical Metastructures for Tailored Vibration Mitigation3 Dec 2024
- 2022Severe Damage Recovery in Evolving Soft Robots through Differentiable Programming14 Jun 2022
- 2022Shape Change and Control of Pressure-based Soft Agents1 May 2022