Michael D. Dennis

Publications

Adversarial Policies Beat Superhuman Go AIs

Robustness

We describe an attack on the state-of-the-art Go-playing AI system, KataGo. The adversaries do not win by learning to play Go better than KataGo but instead by tricking KataGo into making serious blunders, demonstrating that even superhuman AI systems may harbor surprising failure modes.

January 8, 2023
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Research

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