{"ok":true,"trend":{"id":735876,"platform":"news","region":"global","key":"teaching robots to do more with less data","title":"Teaching Robots to Do More with Less Data","url":"https://news.google.com/rss/articles/CBMijAFBVV95cUxPZjJHc1owWE1WenBfa2J0TlFCQ1dxSEFCQUFGOUtXNlBUM1V3SnZDbFJGWVFMZVZRQ0hTdi1JNUZFM3VQN1VwUnFHa0tZcVYtVG1OMFBlbjlwX0pQUXdLX081dFFBSDVwR2hkdldBOUZJaWtvTDJQMEFpWW83VUpyM2V3TGFlZzVFUXdtYg?oc=5","first_seen":"2026-10-02T12:58:11.631243Z","last_seen":"2026-10-02T23:56:11.211054Z","last_rank":34,"peak_rank":3,"last_volume":null,"peak_volume":0,"seen_count":8,"score":29.93,"category_hint":"robotics","section":"technology","category":"robotics","summary":"Researchers at the University of Pennsylvania are working on methods that allow robots to learn new tasks from far smaller amounts of training data. The work points to more efficient machine learning for robotics, reducing the need for massive datasets that are costly and time-consuming to collect. It reflects a broader push in the field to make robot learning faster, cheaper and more adaptable to real-world settings.","why":"New robotics research on data-efficient learning is drawing attention amid growing interest in practical robot deployment.","tone":"neutral","entities":["University of Pennsylvania"],"summarized_at":"2026-10-03T01:03:29.240036Z","meta":{"via":"scan","lang":"en","term":"robot","source":"University of Pennsylvania","published":"Fri, 02 Oct 2026 12:17:21 GMT"},"nw":null,"promo":null,"kind":null,"importance":null,"hidden":false,"hide_reason":null,"judged_at":null,"title_en":"Teaching Robots to Do More with Less Data","section_name":"Technology","category_name":"Robotics","timeline":[{"captured_at":"2026-10-02T12:58:11.631243Z","rank":3,"volume":null},{"captured_at":"2026-10-02T14:20:14.454901Z","rank":6,"volume":null},{"captured_at":"2026-10-02T15:42:34.356687Z","rank":7,"volume":null},{"captured_at":"2026-10-02T17:04:33.746959Z","rank":11,"volume":null},{"captured_at":"2026-10-02T18:27:13.924661Z","rank":15,"volume":null},{"captured_at":"2026-10-02T19:49:13.608289Z","rank":25,"volume":null},{"captured_at":"2026-10-02T21:11:34.143069Z","rank":30,"volume":null},{"captured_at":"2026-10-02T23:56:11.211054Z","rank":34,"volume":null}],"posts":[{"platform":"news","url":"https://news.google.com/rss/articles/CBMijAFBVV95cUxPZjJHc1owWE1WenBfa2J0TlFCQ1dxSEFCQUFGOUtXNlBUM1V3SnZDbFJGWVFMZVZRQ0hTdi1JNUZFM3VQN1VwUnFHa0tZcVYtVG1OMFBlbjlwX0pQUXdLX081dFFBSDVwR2hkdldBOUZJaWtvTDJQMEFpWW83VUpyM2V3TGFlZzVFUXdtYg?oc=5","author":"University of Pennsylvania","title":"Teaching Robots to Do More with Less Data","snippet":null,"posted_at":"2026-10-02T12:01:08Z","likes":null}],"elsewhere":[],"window":"7d"}}