CH
Chuan Hao
cs.AIcs.CLcs.LGcs.SEcs.AR
On Valency
published · living versionsW_eeq3w9uy·v1 · currentpublished
Multiscale Policy Optimization for Long-Horizon LLM Agents
with Tao Ren, Hui Yang, Jia Deng, Tingyang Chen +14
1 version
W_j4fhuxv6·v2published
Preprints & journals
13 papers in the corpus · 2026IQuest-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
RealCLI: Toward a Unified Evaluation of Human-Agent Collaboration for CLI Agents2610.22507v1 · Yunqi Liu, Peiyu Wang, Bingli Wang et al.2026 · 0 citationsarXiv
Every Coin Has Two Sides: On the Dual Nature of Generalization in On-Policy Distillation of Large Language Models2608.16647v3 · Zhaoyi Li, Deyang Kong, Yuan Wei et al.2026 · 0 citationsarXiv
ClawGym II: Exploring Black-Box RL on Agent Harness2608.16798v1 · Huatong Song, Fei Bai, Ming Yang 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
FORT-Searcher: Synthesizing Shortcut-Resistant Search Tasks for Training Deep Search Agents2606.12087v2 · Jia Deng, Yimeng Chen, Xiaoqing Xiang et al.2026 · 0 citationsarXiv
TMAS: Scaling Test-Time Compute via Multi-Agent Synergy2605.10344v2 · George Wu, Nan Jing, Qing Yi et al.2026 · 0 citationsarXiv
ClawGym: A Scalable Framework for Building Effective Claw Agents2604.26904v3 · Fei Bai, Huatong Song, Shuang Sun et al.2026 · 0 citationsarXiv
InCoder-32B-Thinking: Industrial Code World Model for Thinking2604.03144v1 · Jian Yang, Wei Zhang, Jiajun Wu et al.2026 · 0 citationsarXiv
Towards Effective Experiential Learning: Dual Guidance for Utilization and Internalization2603.24093v1 · Fei Bai, Zhipeng Chen, Chuan Hao et al.2026 · 0 citationsarXiv
IQuest-Coder-V1 Technical Report2603.16733v1 · Jian Yang, Wei Zhang, Shawn Guo et al.2026 · 0 citationsarXiv
InCoder-32B: Code Foundation Model for Industrial Scenarios2603.16790v3 · Jian Yang, Wei Zhang, Jiajun Wu et al.2026 · 0 citationsarXiv
Career total: 15 works. 13 are in this corpus.
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