History improves task completion for language agents, but more interaction history can still reduce success in some cases.
Read the original at arxiv.org→arXiv:2610.02769v1 Announce Type: new Abstract: Language agents should draw on prior attempts and environmental feedback to improve subsequent decisions within the same task. However, providing additional...
Original headline: "When History Fails to Become Experience: Action Calibration in Language Agents"
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- Oct 5, 04:00 UTC arXiv cs.CL lead source When History Fails to Become Experience: Action Calibration in Language Agents