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20212026
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cs.AI2026

LAGO: Language Agents with Reusable Growing Options

Yuran Wu, Mengkang Hu, Qionglin Qiu +5

Long-horizon tasks expose a weakness of monolithic tool-use loops: one agent must decompose, execute, and verify a task within a single trajectory. We introduce LAGO, which treats…

math.AP2026

Endpoint Mapping Properties of Wave Operators for Schrödinger Operators in Dimensions

Han Cheng, Changxing Miao, Xiaohua Yao

We study endpoint mapping properties of low-energy wave operators for Schrödinger operators on , . In dimension four, we prove that a zero-energy reson…

math.AP2026

Endpoint Mapping Properties of Wave Operators for Two-Dimensional Schrödinger Operators

Han Cheng, Changxing Miao, Xiaohua Yao

We establish sharp endpoint mapping properties for the wave operators of two-dimensional Schrödinger operators with real-valued decaying potentials . Toge…

math.AP2026

Time-Decay Estimates for Two-Dimensional Fourth-Order Schrödinger Operators with Threshold Singularities

Zijun Wan, Xiaohua Yao

We establish time-decay estimates for the two-dimensional fourth-order Schrödinger operator with a real-valued decaying potential , covering all possible zero-energy t…

math.AP2026

Decay estimates for the two-dimensional Beam equation with potentials

Shuangshuang Chen, Han Cheng, Zijun Wan +1

This paper establishes time decay estimates for the following two-dimensional beam (plate) equation with a decaying real-valued potential : \begin{equation*} \partial_t^2 u + (Δ…