Skill-Space Shooting for Autonomous Robot Policy Improvement
This work introduces skill-space shooting, which uses foundation model guidance to explore corrections through reusable skills and turn successful trials into policy improvement, and enables scalable and generalizable policy improvement within and across tasks.
Zi-Hang Rui, Ren-Hao Wang, Hao-Xu Huang et al.
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