1 citations · 2 across the 4 of their papers we have counts for
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MORPH: Self-Organising Multi-Robot Task Allocation via Neuroplasticity-Inspired Adaptive Topology
Xuezhi Niu, Didem Gürdür Broo
Multi-robot task allocation (MRTA) in dynamic environments faces a fundamental tension: effective coordination requires learned structure, but that structure must adapt when condit…
TouchDrive: Electronics-Free Tactile Sensing Interface for Assistive Grasping
Jing Xu, Xuezhi Niu, Didem Gurdur Broo +1
Assistive robotic grasping plays an important role in enabling safe and adaptive manipulation of diverse objects. However, existing systems often rely on electronic sensing and mul…
Optimal Gait Control for a Tendon-driven Soft Quadruped Robot by Model-based Reinforcement Learning
Xuezhi Niu, Kaige Tan, Lei Feng
This study presents an innovative approach to optimal gait control for a soft quadruped robot enabled by four Compressible Tendon-driven Soft Actuators (CTSAs). Improving our previ…
Optimal Gait Design for a Soft Quadruped Robot via Multi-fidelity Bayesian Optimization
Kaige Tan, Xuezhi Niu, Qinglei Ji +2
This study focuses on the locomotion capability improvement in a tendon-driven soft quadruped robot through an online adaptive learning approach. Leveraging the inverse kinematics…