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Articles tagged with: ‘programming through demonstration‘


Donut algorithm allows robots to learn from our mistakes

By Damir Beciri
26 May 2011

epfl-donut-algorithmInstead being treated as useless mistakes, failed demonstrations can provide great insights into better learning, claim scientists from EPFL’s Learning Algorithms and Systems Laboratory (LASA). Their unusual point of view has led to the development of novel algorithms which enable machines to learn more rapidly and outperform humans by starting from failed or inaccurate demonstrations…. »