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Dashun Guo

3 accepted papers

2024

Adapting for Calibration Disturbances: A Neural Uncalibrated Visual Servoing Policy

ICRA 2024poster

Visual servoing (VS) is a widely used technique in industries where there are hundreds of robots, but it requires accurate camera calibration including camera intrinsic and extrinsic parameters. However, it is labour-intensive to calibrate robots one-by-one in practical use. In this paper, we propos…

Cited by 1SourceScholar
2022

Efficient Object Manipulation to an Arbitrary Goal Pose: Learning-Based Anytime Prioritized Planning

ICRA 2022poster

We focus on the task of object manipulation to an arbitrary goal pose, in which a robot is supposed to pick an assigned object to place at the goal position with a specific orientation. However, limited by the execution space of the manipulator with gripper, one-step picking, moving and releasing mi…

Cited by 12SourceScholar
2021

Neural Motion Prediction for In-flight Uneven Object Catching

IROS 2021poster

In-flight objects capture is extremely challenging. The robot is required to complete trajectory prediction, interception position calculation and motion planning within tens of milliseconds. As in-flight uneven objects are affected by various kinds of forces, which leads to the time-varying acceler…

Cited by 13SourceScholar