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Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.
SAILOR is an inverse RL algorithm that learns world and reward models to search at test-time and recover from mistakes.