Spurious Correlations

Spurious Tool Use: When RL Agents Learn the Wrong Reason to Act

Understanding and mitigating shortcut tool selection in RL-trained agents through rewards for tool necessity.

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Escaping the SpuriVerse: Can Large Vision-Language Models Generalize Beyond Seen Spurious Correlations?

Benchmarking LVLM robustness to spurious correlations and studying generalization beyond the SpuriVerse.

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