Zi-Yan Liu

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Reasoning & Chain-of-Thought (1)RLHF & Preference Learning (1)Tool Use & Agents (1)

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Xiaoying Zhang (1)Zichen Liu (1)Yipeng Zhang (1)Xia Hu (1)

Papers (1)

Mar 9, 2026

1w ago

RetroAgent: From Solving to Evolving via Retrospective Dual Intrinsic Feedback

LLM agents can learn to continuously adapt and improve in complex environments by reflecting on past experiences and explicitly storing/retrieving reusable lessons, leading to substantial performance gains.

Xiaoying Zhang, Zi-Yan Liu, Zichen Liu +3

Reasoning & Chain-of-Thought RLHF & Preference Learning Tool Use & Agents

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Zi-Yan Liu

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)