2026
Lifelong Language-Conditioned Robotic Manipulation Learning
AAAI 2026technical
Traditional language-conditioned manipulation agent adaptation to new manipulation skills leads to catastrophic forgetting of old skills, limiting dynamic scene practical deployment. In this paper, we propose SkillsCrafter, a novel robotic manipulation framework designed to continually learn multipl