SoftRafts: floating and adaptive soft modular robots

Abstract Modular robots offer adaptability and reconfigurability, yet their application in aquatic environments and dynamic multi-tasking—particularly for manipulation—remains underexplored. We hypothesize that incorporating soft-bending capabilities into modular designs can significantly enhance versatility in such settings. In this work, we introduce a variable-stiffness soft modular robot that integrates rigid 3D-printed components, soft foam, a cable-driven actuation mechanism, and a propeller for aquatic propulsion. Permanent magnets enable fast, passive inter-module connections. This robot can bend, steer, and connect with others, supporting a variety of functions. It acts as a gripper to retrieve debris from water surfaces, assembles into a floating raft for drone landings, and forms a snake-like chain that transitions seamlessly between land and water. Additionally, multiple robots can collaborate in swarm-like behaviors to transport payloads. Our findings demonstrate that combining soft deformation with modularity enables a multifunctional robotic platform capable of navigating and interacting in complex, aquatic environments.

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Publication Details

Journal
npj Robotics
Published
2026-01-09
DOI
https://doi.org/10.1038/s44182-025-00070-z
Primary Topic
Modular Robots and Swarm Intelligence
Type
article
Field-Weighted Citation Impact
0.00
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article

SoftRafts: floating and adaptive soft modular robots

Devin Balkcom, Yitao Jiang, Bo Li, Luyang Zhao et al.
npj Robotics
Modular Robots and Swarm Intelligence
article

SoftRafts: floating and adaptive soft modular robots

Devin Balkcom, Yitao Jiang, Bo Li, Luyang Zhao, Alberto Quattrini Li, Chun-Yi She
article en

Abstract

Abstract Modular robots offer adaptability and reconfigurability, yet their application in aquatic environments and dynamic multi-tasking—particularly for manipulation—remains underexplored. We hypothesize that incorporating soft-bending capabilities into modular designs can significantly enhance versatility in such settings. In this work, we introduce a variable-stiffness soft modular robot that integrates rigid 3D-printed components, soft foam, a cable-driven actuation mechanism, and a propeller for aquatic propulsion. Permanent magnets enable fast, passive inter-module connections. This robot can bend, steer, and connect with others, supporting a variety of functions. It acts as a gripper to retrieve debris from water surfaces, assembles into a floating raft for drone landings, and forms a snake-like chain that transitions seamlessly between land and water. Additionally, multiple robots can collaborate in swarm-like behaviors to transport payloads. Our findings demonstrate that combining soft deformation with modularity enables a multifunctional robotic platform capable of navigating and interacting in complex, aquatic environments.

npj RoboticsVol. 4(1)
Dartmouth College (US), University of Houston (US), Clemson University (US)
Life below water
Openalex Percentile: Top 93%
Modular Robots and Swarm Intelligence
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