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A faster way to teach a robot

A new technique enables a human to efficiently fine-tune a robot that failed to complete a desired task with very little effort on the part of the human. Their system uses algorithms, counterfactual explanations, and feedback from the user to generate synthetic data it uses to quickly fine-tune the robot. ....

Julie Shah , Tianmin Shu , Pulkit Agrawal , Andreea Bobu , Aviv Netanyahu , International Conference On Machine , York University , National Science Foundation Graduate Research Fellowship , Stevens Institute Of Technology , University Of California At Berkeley , Hyundai Motor Corporation , Watson Ai Lab , Artificial Intelligence Laboratory , Interactive Robotics Group , National Science Foundation Institute For Artificial Intelligence , Andi Peng , New York University , Stevens Institute , Computer Science , International Conference , Open Philanthropy , National Science Foundation Institute , Artificial Intelligence , Julie Shah , Pulkit Agrawal , Human Robot Interaction ,

New technique helps user understand why a robot failed, then fine-tune it to perform task

New technique helps user understand why a robot failed, then fine-tune it to perform task
techxplore.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from techxplore.com Daily Mail and Mail on Sunday newspapers.

Andreea Bobu , Tianmin Shu , Julie Shah , Aviv Netanyahu , Pulkit Agrawal , Interactive Robotics Group , Artificial Intelligence Laboratory , International Conference On Machine , York University , University Of California At Berkeley , Stevens Institute Of Technology , Andi Peng , New York University , Stevens Institute , Computer Science , International Conference , Machine Learning , Human In The Loop Framework , Test Time Policy Adaptation ,

Make Greenhouse-Gas Accounting Reliable — Build Interoperable Systems — Global Integrated Reporting Is Essential if the Planet Is to Achieve Net-Aero Emissions. – Advanced BioFuels USA

Make Greenhouse-Gas Accounting Reliable — Build Interoperable Systems — Global Integrated Reporting Is Essential if the Planet Is to Achieve Net-Aero Emissions. – Advanced BioFuels USA
advancedbiofuelsusa.info - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from advancedbiofuelsusa.info Daily Mail and Mail on Sunday newspapers.

United States , Lauren Gifford , H Damon Matthews , Katharinej Mach , Benjaminw Cashore , Leehi Yona , Colleen Honigsberg , Cynthia Elliott , Lena Klaassen , Robertb Jackson , Lucas Joppa , Christian Stoll , Amy Luers , International Sustainability Standards Board , United Nations , Andi Peng , Marian Van Pelt , Greenhouse Gas Protocol , Xtensible Business Reporting Language ,