الباحثون

Lei Lv

المنشورات 2

نسخة أولية وصول مفتوح

Beyond State-as-Action: Exploiting Command-State Discrepancy for Robot Imitation Learning

Peiyan Li, Yueran Tao, Enhao Zhang وآخرون · 2026

Constructing action targets from measured robot motion is an established approach in imitation learning. Under interaction constraints, however, command-state discrepancy may reflect control demands that motion alone does not capture. We investigate when this information matters and how to exploit it. Across three real …

المؤلفون المشاركون