--- title: "Meaning & Key Takeaway of: Our robots are signing up for online…" description: "\"Our robots are signing up for online learning. After decades of attempts to program robots to perform complex tasks like flying helicopters or surgical..." image: "https://sms4smile.com/quotes/i/a25/ken-goldberg-35052_after_our-robots-are-signing-up-for-online-lea_2446510.jpg" --- # Our robots are signing up for online learning. After… ![“Our robots are signing up for online learning. After decades of attempts to program robots to perform complex tasks like flying helicopters or surgical suturing, the new approach is based on observing and recording the motions of human experts as they perform these feats.” quote by Ken Goldberg](https://sms4smile.com/quotes/i/a25/ken-goldberg-35052_after_our-robots-are-signing-up-for-online-lea_2446510.jpg) [Download](https://sms4smile.com/quotes/i/a25/ken-goldberg-35052_after_our-robots-are-signing-up-for-online-lea_2446510.jpg) [Open image](https://sms4smile.com/quotes/i/a25/ken-goldberg-35052_after_our-robots-are-signing-up-for-online-lea_2446510.jpg) > “Our robots are signing up for online learning. After decades of attempts to program robots to perform complex tasks like flying helicopters or surgical suturing, the new approach is based on observing and recording the motions of human experts as they perform these feats.” [Ken Goldberg](https://sms4smile.com/quotes/author/ken-goldberg/) ## About This Quote This interpretation was drafted with AI assistance. It is one reading of the quote, not the author's own explanation. Robots now learn tasks by watching humans, shifting from explicit programming to imitation of expert motion. **In simple terms:** Robots learn by copying humans. Key Takeaway Embrace imitation learning for complex skills. Themes robotics learning imitation technology Mood optimistic innovative Type technical forwardlooking When to use this quote - industrial automation - medical training - education technology - skill transfer Key Concepts machine learning human demonstration skill acquisition Questions to Reflect On - How can robots infer intent beyond observed motion? - What tasks are unsuitable for imitation? A Different Perspective Imitation may miss underlying principles, limiting adaptability. ★ ★ ★ ★ ★ No ratings yet [Approach](https://sms4smile.com/quotes/about/approach/) [Experts](https://sms4smile.com/quotes/about/experts/) [Feats](https://sms4smile.com/quotes/about/feats/) [Flying](https://sms4smile.com/quotes/about/flying/) [Human](https://sms4smile.com/quotes/about/human/) [Learning](https://sms4smile.com/quotes/about/learning/) [Motions](https://sms4smile.com/quotes/about/motions/) [Online learning](https://sms4smile.com/quotes/about/online-learning/) [Recording](https://sms4smile.com/quotes/about/recording/) [Robotics](https://sms4smile.com/quotes/about/robotics/) [Robots](https://sms4smile.com/quotes/about/robots/) [Surgical](https://sms4smile.com/quotes/about/surgical/) [Technology](https://sms4smile.com/quotes/about/technology/) ## Related quotes > [Robots already perform many functions, from making cars to defusing bombs - or, more menacingly, firing missiles. 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