FIELD NOTES TOPIC
perturbation-augmented fine-tuning
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Can Agents Generalize to the Open World? Unveiling the Fragility of Static Training in Tool Use
Researchers introduce OpenAgent, a problem setting designed to help agents generalize better in real-world scenarios with dynamic queries, tools, and interactions. The study reveals that both Supervised Fine-Tuning and…
