TelePreview: A User-Friendly Teleoperation System with Virtual Arm Assistance for Enhanced Effectiveness

Understand

Teleoperation provides an effective way to collect robot data, which is crucial for learning from demonstrations.

• In this field, teleoperation faces several key challenges: user-friendliness for new users, safety assurance, and transferability across different platforms.
• While collecting real robot dexterous manipulation data by teleoperation to train robots has shown impressive results on diverse tasks, due to the morphological differences between human and robot hands, it is not only hard for new users to understand the action mapping but also raises potential safety concerns during operation.
• To address these limitations, we introduce TelePreview.