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Learning Robust Reasoning through Guided Adversarial Self-Play

GASP trains reasoning models via adversarial self-play to detect and repair corrupted reasoning contexts, producing robust reasoners that withstand misleading contexts while improving clean accuracy.

Shuozhe Li, Vaishnav Tadiparthi, Kwonjoon Lee, Nakul Agarwal and 6 more

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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AI panel: 13 of 20 reviewers recommend it
lenient 4/5
medium 8/10
strict 1/5