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AI Finally Beat the Best Stratego Player in History—and Did It on a Budget

Summary by Ars Technica
Adding in a second neural network that guesses the identity of hidden pieces was key.

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The Stratego board game is often used as a benchmark for the ability of an AI to think strategically. The game was one of the last in which humans have been even better than the AI. Now a new model called Ataraxos has the world's best human stratego player, Pim Niemeijer, with 15 wins in 20 games, in a defeat

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Ataraxos, a system created by researchers from Carnegie Mellon, NYU, Stanford and MIT, won 15 of 20 games against Pim Niemeijer, considered the most laureate player in Stratego. The team claims that he trained AI for less than $8,000 and that his method also obtained outstanding results in other games with hidden information.

After the chess, Go or poker, a new human bastion has just given way. Ataraxos has largely dominated one of the best players in Stratego in history, a particularly twisted game for machines since most of the information remains hidden.

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Clubic.com broke the news on Thursday, October 1, 2026.
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