Amphibious passive adaptation in untethered soft robots

S Shukun Yin (Division of Engineering and Applied Science, California Institute of Technology) D Dickson R. Yao (Division of Engineering and Applied Science, California Institute of Technology) I Inho Kim (Division of Engineering and Applied Science, California Institute of Technology) W Wenjie Zhou W Wenzheng Heng (Division of Engineering and Applied Science, California Institute of Technology) W Wenjian Li (Division of Engineering and Applied Science, California Institute of Technology) S Songsong Tang (Division of Engineering and Applied Science, California Institute of Technology) X Xiaotian Ma (Division of Engineering and Applied Science, California Institute of Technology) Y Yadong Xu (Division of Engineering and Applied Science, California Institute of Technology) G Gwangmook Kim (Division of Engineering and Applied Science, California Institute of Technology) H Hong Han K Kexin Fan (Division of Engineering and Applied Science, California Institute of Technology) C Chiara Daraio W Wei Gao

Abstract

Mobile robots are increasingly deployed in diverse settings, ranging from logistic and household applications to ecological monitoring and operation in extreme environments. In these contexts, robots must traverse diverse terrains, yet most existing designs rely on fixed morphologies that limit efficiency across domains. Biomimetic solutions emulate natural forms but cannot fully exploit engineered mechanisms, while active adaptive architectures typically require complex electronics and incur substantial energy costs. Inspired by amphibians and reptiles, we developed AdaptBot, an untethered adaptive soft robot that integrates rigid machinery with responsive soft materials to achieve passive reconfiguration for amphibious locomotion. AdaptBot employs a single bioinspired photothermal artificial muscle (PAM) to power multiple gaits by light, a fast and large swelling hydrogel (FLASH) to drive passive fin deployment in water, and a ratcheting transmission to convert reciprocating PAM motion into forward locomotion. These elements enable multimodal performance—including rolling, load-carrying, climbing, and paddling—under wireless control across terrestrial, aquatic, and transitional environments. Remarkably, following fin deployment, AdaptBot’s swimming speed increased by 780%, demonstrating that passive adaptation is an effective strategy to enhance locomotor efficiency in robots operating in unstructured and dynamic environments.

Article Details

Volume / Issue Vol. 123, Issue 17
Published April 28, 2026
ISSN 0027-8424
Publisher National Academy of Sciences

Authors (14)

S

Shukun Yin

Division of Engineering and Applied Science, California Institute of Technology

D

Dickson R. Yao

Division of Engineering and Applied Science, California Institute of Technology

I

Inho Kim

Division of Engineering and Applied Science, California Institute of Technology

W

Wenjie Zhou

W

Wenzheng Heng

Division of Engineering and Applied Science, California Institute of Technology

W

Wenjian Li

Division of Engineering and Applied Science, California Institute of Technology

S

Songsong Tang

Division of Engineering and Applied Science, California Institute of Technology

X

Xiaotian Ma

Division of Engineering and Applied Science, California Institute of Technology

Y

Yadong Xu

Division of Engineering and Applied Science, California Institute of Technology

G

Gwangmook Kim

Division of Engineering and Applied Science, California Institute of Technology

H

Hong Han

K

Kexin Fan

Division of Engineering and Applied Science, California Institute of Technology

C

Chiara Daraio

W

Wei Gao