Jonathan Francis

Robots can now autonomously learn to avoid failures by transforming recovery experiences into abstract planning skills, achieving over 50% better performance on unseen tasks.

Humanoid robots can now perform complex, contact-rich manipulation tasks with significantly improved dexterity and success by "dreaming" about the feel of their actions.