Author

Xiaobing Xiang

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Open access Jul 2026

Intelligent optimization of personalized learning path based on transformer and reinforcement learning.

Findings suggest that closed-loop coordination among state representation, policy optimization, and educational constraints contributes to improvements in personalized learning path recommendation quality.

Xiaobing Xiang, Ping Li · Scientific Reports · 0 citations

#artificial intelligence Preprint Aug 2026

openJiuwen: Beyond Static Harnesses for Long-Horizon Coding Agents

OpenJiuwen provides a shared execution substrate and Rail-based capability composition across single agents, delegated sub-agents, and Swarm Flow, enabling developers to construct sophisticated agent harnesses under common execution semantics.

openJiuwen Team Tao Yu, Xin-Yu Zhang, Qian-Qian Chen et al. · 0 citations