arXivDaily arXiv每日学术速递 周一至周五更新

期刊&会议

Robotics: Science and Systems · 会议 · Robotics

2026-05-08 至 2026-05-08 共收录 1
2604.24916 2026-05-08 cs.RO cs.AI

asRoBallet: Closing the Sim2Real Gap via Friction-Aware Reinforcement Learning for Underactuated Spherical Dynamics

asRoBallet:通过摩擦感知强化学习闭合仿真到现实的差距

Fang Wan, Guangyi Huang, Tianyu Wu, Zishang Zhang, Bangchao Huang, Haoran Sun, Mingdong Chen, Chaoyang Song

机构 * ETH-type omni-wheels(ETH型全向轮) humanoid ballbot hardware platform(人形球形机器人硬件平台) quadruped(四足机器人) smartphone-based computing(基于智能手机的计算)

AI总结 本文提出asRoBallet,首个端到端强化学习策略应用于人形球形动力学硬件平台,通过高保真模拟和摩擦感知强化学习实现零样本仿真到现实迁移。

Comments 10 pages, 9 figure, accepted for RSS2026. For Supplementary Videos, see https://bionicdl.ancorasir.com/?p=2238

详情

展开后加载摘要…

URL PDF HTML 收藏