3 papers
cs.RO2026
EvoGymCM: Harnessing Continuous Material Stiffness for Soft Robot Co-Design
Le Shen, Kangyao Huang, Wentao Zhao +1
In the automated co-design of soft robots, precisely adapting the material stiffness field to task environments is crucial for unlocking their full physical potential. However, mai…
cs.RO2025
Towards Task-Oriented Flying: Framework, Infrastructure, and Principles
Kangyao Huang, Hao Wang, Jingyu Chen +6
Deploying robot learning methods to aerial robots in unstructured environments remains both challenging and promising. While recent advances in deep reinforcement learning (DRL) ha…
cs.RO2024
Learning a Distributed Hierarchical Locomotion Controller for Embodied Cooperation
Chuye Hong, Kangyao Huang, Huaping Liu
In this work, we propose a distributed hierarchical locomotion control strategy for whole-body cooperation and demonstrate the potential for migration into large numbers of agents.…