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Teaching robots to perform tasks faster

MIT researchers developed a framework that helps a nontechnical user understand why a robot failed and fine-tune it with minimal effort.

Andreea bobuChris vavraJulie shahAviv netanyahuPulkit agrawalTianmin shuYork universityStevens institute of technologyInternational conference on machineArtificial intelligence laboratoryInteractive robotics groupUniversity of california at berkeleyAndi pengNew york universityStevens instituteComputer science

A Faster Way To Teach A Robot

A Faster Way To Teach A Robot
eurasiareview.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from eurasiareview.com Daily Mail and Mail on Sunday newspapers.

Aviv netanyahuJulie shahAndreea bobuPulkit agrawalTianmin shuArtificial intelligence laboratoryUniversity of california at berkeleyStevens institute of technologyInternational conference on machineInteractive robotics groupYork universityAndi pengNew york universityStevens instituteComputer scienceInternational conference

A faster way to teach a robot

A faster way to teach a robot
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Andreea bobuJulie shahPulkit agrawalTianmin shuAviv netanyahuWatson ai labUniversity of california at berkeleyHyundai motor corporationNational science foundation institute for artificial intelligenceNational science foundation graduate research fellowshipStevens institute of technologyArtificial intelligence laboratoryYork universityInteractive robotics groupInternational conference on machineAndi peng

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 shahTianmin shuPulkit agrawalAndreea bobuAviv netanyahuInternational conference on machineYork universityNational science foundation graduate research fellowshipStevens institute of technologyUniversity of california at berkeleyHyundai motor corporationWatson ai labArtificial intelligence laboratoryInteractive robotics groupNational science foundation institute for artificial intelligenceAndi peng

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
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Andreea bobuTianmin shuJulie shahAviv netanyahuPulkit agrawalInteractive robotics groupArtificial intelligence laboratoryInternational conference on machineYork universityUniversity of california at berkeleyStevens institute of technologyAndi pengNew york universityStevens instituteComputer scienceInternational conference