NeurIPS 2026Agent memory Nanyang Technological Georgia Institute of Technology U Washington Washington University, Saint Lou U Sydney National University of Singapore

When Should Agents Remember? Falsification-Gated Self-Evolution for LLM Agents

Runxuan Tang, Haoyu Gao, Yuyan Ding, Junyi Yao, Zihao Zheng, Zecheng Sheng, Liwei Hou

Published 2026Sydney Poster Session 1 · Tue, Dec 8, 10:00 AM–1:00 PM local time · Hall 1-4OpenReview ↗

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