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Erdong Xiao

4 accepted papers

2024

MorAL: Learning Morphologically Adaptive Locomotion Controller for Quadrupedal Robots on Challenging Terrains

RA-L 2024

Due to the rapid development of the quadruped robot industry in the past decade, various commercial quadruped robots have emerged with distinct physical attributes. Different from the previous work in which the designed controller is robot-specific, this article proposes a learning-based control fra

Cited by 37SourceScholar
2022

A Deep Reinforcement Learning Environment for Particle Robot Navigation and Object Manipulation

ICRA 2022poster

Particle robots are novel biologically-inspired robotic systems where locomotion can be achieved collectively and robustly, but not independently. While its control is currently limited to a hand-crafted policy for basic locomotion tasks, such a multi-robot system could be potentially controlled via…

Cited by 7SourceScholar
2020

Real-Time Soft Body 3D Proprioception via Deep Vision-Based Sensing

RA-L 2020

Soft bodies made from flexible and deformable materials are popular in many robotics applications, but their proprioceptive sensing has been a long-standing challenge. In other words, there has hardly been a method to measure and model the high-dimensional 3D shapes of soft bodies with internal sens

Cited by 48SourcecodeScholar