FC

Feng Chang

cs.AIcs.CLcs.LGcs.CR

On Valency

published · living versions

W_eeq3w9uy·v1 · currentpublished

Multiscale Policy Optimization for Long-Horizon LLM Agents

with Tao Ren, Hui Yang, Jia Deng, Tingyang Chen +14

1 version

Preprints & journals

6 papers in the corpus · 2026

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

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

Evolving Jailbreaks: Automated Multi-Objective Long-Tail Attacks on Large Language Models2603.20122v1 · Wenjing Hong, Zhonghua Rong, Li Wang et al.2026 · 0 citationsarXiv

Career total: 7 works. 6 are in this corpus.

Profile built from the corpus for this byline.

Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.