RealFeedApp The BiHOI dataset includes 1,575 sequences
The new DONIC system combines proximal policy optimization and behavioral cloning to control two hands, using the BiHOI dataset of 1,575 sequences. The method converts successful human demonstrations into robot references.
- Field
- robotics
- What they did
- Researchers developed DONIC, a system that learns to control a human's two hands using their motion demonstrations, and BiHOI, a dataset with 1,575 examples of bimanual interaction with objects for robots.
- Why it matters
- This will help robots perform complex tasks requiring simultaneous use of both hands, which is common in real life but previously under-studied.
#robotics#reinforcement learning#behavioral cloning#bimanual#dexterous manipulation
