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Research director @inria, Head of @flowersInria lab. Studying autonomous learning and curiosity in AI, machine learning, cognitive sciences, and education.
Jul 6, 2018
7 min read
How many random seeds are needed to compare
Our new tutorial to address this key issue of
Algo1 and Algo2 are two famous
algorithms, here tested
on the Half-Cheetah
Many papers in the litterature compare using 4-5 random seeds,
like on this graph which suggests that Algo1 is best.
Is this really the case?