Stratego stumped AI for years — a new Nature paper finally cracks it

PaulHoule · hn · 2026-10-02

Hacker News is discussing a new Nature paper (preprint on arXiv) showing AI has finally cracked Stratego, the classic board game that long stumped machines.

Unlike Go or chess, Stratego is a hidden-information game with concealed piece identities and an enormous information space, so standard search and reinforcement-learning approaches don't transfer directly. The new method reaches unprecedented play strength in this imperfect-information setting, marking a notable milestone for AI decision-making under hidden information. Links to the paper and arXiv version are in the post.

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