RT

Ran Tao

cs.CLcs.AIcs.LG

On Valency

published · living versions

W_j4fhuxv6·v2 · currentpublished

Harness Scaling for Generalizable Agentic Reinforcement Learning

with Fei Bai, Huatong Song, Chuan Hao, Jian Yang +3

2 versions

Preprints & journals

7 papers in the corpus · 2025–2026

IQuest-Q1: Advancing Foundation Capabilities for Agentic CLI Systems2610.30949v1 · A. Jian Yang, An Huang, Bo Dan et al.2026 · 0 citationsarXiv

Harness Scaling for Generalizable Agentic Reinforcement Learning2610.29458v2 · Fei Bai, Huatong Song, Chuan Hao et al.2026 · 0 citationsarXivon Valency

Late Attention Layers Alone Can Copy Entity Tokens, but Not Without Attending to Their Context2609.35663v2 · Muyu He, Yuchen Liu, Ran Tao et al.2026 · 0 citationsarXiv

Loop the Loopies!2607.16051v3 · Zitian Gao, Yilong Chen, Yihao Xiao et al.2026 · 0 citationsarXiv

LoopCoder-v2: Only Loop Once for Efficient Test-Time Computation Scaling2606.18023v1 · Jian Yang, Shawn Guo, Wei Zhang et al.2026 · 0 citationsarXiv

Beyond N-gram: Data-Aware X-GRAM Extraction for Efficient Embedding Parameter Scaling2604.21724v2 · Yilong Chen, Yanxi Xie, Zitian Gao et al.2026 · 0 citationsarXiv

Universal Reasoning Model2512.14693v3 · Zitian Gao, Lynx Chen, Yihao Xiao et al.2025 · 0 citationsarXiv

Career total: 12 works. 7 are in this corpus.

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