VLA / 视觉-语言-动作模型

GR-RL: Going Dexterous and Precise for Long-Horizon Robotic Manipulation

GR-RL：为长周期机械操作实现灵活与精确

Yunfei Li, Xiao Ma, Jiafeng Xu, Yu Cui, Zhongren Cui, Zhigang Han, Liqun Huang, Tao Kong, Yuxiao Liu, Hao Niu, Wanli Peng, Jingchao Qiao, Zeyu Ren, Haixin Shi, Zhi Su, Jiawen Tian, Yuyang Xiao, Shenyu Zhang, Liwei Zheng, Hang Li, Yonghui Wu

机构 * ByteDance（字节跳动） 纠错

专题命中 部署与泛化 ：vision-language-action(abstract)；VLA(abstract)；robot foundation model(abstract)；分类 cs.RO、cs.LG

AI总结 GR-RL通过多阶段训练管道，将通用VLA策略转化为擅长长周期精确操作的专家策略，成功实现自主系鞋带任务。