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We report on our success on solving the problem of untangling braids up tolength 20 and width 4. We use feed-forward neural networks in the framework ofreinforcement learning to train the agent to choose Reidemeister moves tountangle braids in the minimal number of moves.

An application of neural networks to a problem in knot theory and group theory (untangling braids)