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Reinforcement learning agent simplifies knot diagrams and improves unknotting number bounds

Researchers have developed a reinforcement learning pipeline to simplify knot diagrams by learning move proposals and a value heuristic for navigating Reidemeister moves. This system has been applied to complex unknot d…