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Zitao Zhang

4 accepted papers

2026

Inference-Stage Adaptation-Projection Strategy Adapts Diffusion Policy to Cross-Manipulators Scenarios

ICRA 2026poster

Diffusion policies are powerful visuomotor models for robotic manipulation, yet they often fail to generalize to manipulators or end-effectors unseen during training and struggle to accommodate new task requirements at inference time. Addressing this typically requires costly data recollection and p…

2024

Optimizing Dynamic Balance in a Rat Robot via the Lateral Flexion of a Soft Actuated Spine

ICRA 2024poster

Balancing oneself using the spine is a physiological alignment of the body posture in the most efficient manner by the muscular forces for mammals. For this reason, we can see many disabled quadruped animals can still stand or walk even with three limbs. This paper investigates the optimization of d…

Cited by 1SourceScholar
2023

Smooth Stride Length Change of Rat Robot with a Compliant Actuated Spine Based on CPG Controller

IROS 2023poster

The aim of this research is to investigate the relationship between spinal flexion and quadruped locomotion in a rat robot equipped with a compliant spine, controlled by a central pattern generator (CPG). The study reveals that spinal flexion can enhance limb stride length, but it may also cause sig…

Cited by 3SourceScholar
2022

Enhanced Quadruped Locomotion of a Rat Robot Based on the Lateral Flexion of a Soft Actuated Spine

IROS 2022poster

In nature, the movement of quadrupeds is completed under the combined action of the spine and the legs. Inspired by this, this paper explores the effect of a lateral flexing spine on the locomotion of a rat robot. Benefiting from the regular lateral flexion of a soft actuated spine, the rat robot ex…

Cited by 7SourceScholar