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Project Publications | Transfer Learning in Robotics: An Upcoming Breakthrough? A Review of Promises and Challenges

 

Noémie Jaquier, Michael C. Welle, Andrej Gams, Kunpeng Yao, Bernardo Fichera, Aude Billard, Aleš Ude, Tamim Asfour, Danica Kragic

 

Transfer learning is a conceptually-enticing paradigm in pursuit of truly intelligent embodied agents. The core concept -- reusing prior knowledge to learn in and from novel situations -- is successfully leveraged by humans to handle novel situations…

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Project Publications | Learning Dynamic Robot-to-Robot Object Handover

Yansong Wu, Lingyun Chen, Ignacio Perez Mahiques, Zhenshan Bing, Fan Wu, Alois Knoll, Sami Haddadin