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Diagnosing Compositional Generalization in Sequential Robot Tasks
Yixiao Wang, Cheng-En Wu, Lingfeng Sun +5
Sequential robot manipulation requires policies to execute novel combinations of familiar instruction components. However, collecting demonstrations for all possible instruction tu…
Programmable Locking Cells (PLC) for Modular Robots with High Stiffness Tunability and Morphological Adaptability
Jianshu Zhou, Wei Chen, Junda Huang +3
Robotic systems operating in unstructured environments require the ability to switch between compliant and rigid states to perform diverse tasks such as adaptive grasping, high-for…
Few-shot Sim2Real Based on High Fidelity Rendering with Force Feedback Teleoperation
Yanwen Zou, Junda Huang, Boyuan Liang +5
Teleoperation offers a promising approach to robotic data collection and human-robot interaction. However, existing teleoperation methods for data collection are still limited by e…
Unified Manipulability and Compliance Analysis of Modular Soft-Rigid Hybrid Fingers
Jianshu Zhou, Boyuan Liang, Junda Huang +1
This paper presents a unified framework to analyze the manipulability and compliance of modular soft-rigid hybrid robotic fingers. The approach applies to both hydraulic and pneuma…
Fish Mouth Inspired Origami Gripper for Robust Multi-Type Underwater Grasping
Honghao Guo, Junda Huang, Ian Zhang +4
Robotic grasping and manipulation in underwater environments present unique challenges for robotic hands traditionally used on land. These challenges stem from dynamic water condit…
Prismatic-Bending Transformable (PBT) Joint for a Modular, Foldable Manipulator with Enhanced Reachability and Dexterity
Jianshu Zhou, Junda Huang, Boyuan Liang +3
Robotic manipulators, traditionally designed with classical joint-link articulated structures, excel in industrial applications but face challenges in human-centered and general-pu…