Daniil Tiapkin

LMO - Laboratoire de Mathématiques d'Orsay (Bâtiment 307, 91405, Orsay cedex - France), CMAP - Centre de Mathématiques Appliquées de l'Ecole polytechnique (Route de Saclay, 91128 Palaiseau Cedex - France)

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Robotics & Embodied AI (1)World Models & Planning (1)

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Nikita Morozov (1)Ian Maksimov (1)Sergey Samsonov (1)

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Mar 2, 2026

Mar 2, 2026·also LMO - Laboratoire de Mathématiques d'Orsay (Bâtiment 307

Learning Shortest Paths with Generative Flow Networks

GFlowNets can provably learn shortest paths in arbitrary graphs by minimizing total flow, outperforming specialized methods on Rubik's Cube with less search.

Nikita Morozov, Ian Maksimov, Daniil Tiapkin +1

Robotics & Embodied AI World Models & Planning

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Daniil Tiapkin

Research focus

Frequent co-authors

Papers (1)