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Academic · 1 min

Decision-Centric Design for LLM Systems

arXiv:2604.00414v1 Announce Type: new Abstract: LLM systems must make control decisions in addition to generating outputs: whether to answer, clarify, retrieve, call tools, repair, or …

Wei Sun
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Conference · 2 min

Announcing the ICML 2026 Tutorials

April 2 2026 Announcing the ICML 2026 Tutorials Gautam Kamath ICML 2026 By ICML 2026 Tutorial Chairs Claire Vernade and Adam White. Tutorials are a …

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Academic · 1 min

TR-ICRL: Test-Time Rethinking for In-Context Reinforcement Learning

arXiv:2604.00438v1 Announce Type: new Abstract: In-Context Reinforcement Learning (ICRL) enables Large Language Models (LLMs) to learn online from external rewards directly within the context window. …

Wenxuan Jiang, Yuxin Zuo, Zijian Zhang, Xuecheng Wu, Zining Fan, Wenxuan Liu, Li Chen, Xiaoyu Li, Xuezhi Cao, Xiaolong Jin, Ninghao Liu
8 views