Continually Evolving Skill Knowledge in Vision Language Action Model

arXiv:2511.18085 · cs.RO, cs.AI · Submitted 2025-11-22 · Read on arXiv

cs.RO, cs.AI

Submitted: 2025-11-22

Updated: 2026-10-18

Terminology

• Adaptation — 1× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes
• Continual Learning — 1× in this paper · explained in 3 episodes
• Embeddings — 1× in this paper · explained in 2 episodes
• VLA Models — 1× in this paper · explained in 3 episodes
• Vision-Language-Action (VLA) Models — 1× in this paper · explained in 5 episodes

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