Lu Pan

Identifiers

• name variant Lu Pan 0.60 · backfill

Papers (6)

1. Rethinking Continual Experience Internalization for Self-Evolving LLM Agents cs.CL · 2026 · author #8
2. SIRI: Self-Internalizing Reinforcement Learning with Intrinsic Skills for LLM Agent Training cs.AI · 2026 · author #10
3. Skill or Skip? Learning Selective Skill Invocation in Agentic Tasks via Dual-Granularity Preference Learning cs.CL · 2026 · author #8
4. From $\log \pi$ to $\pi$: Taming Divergence in Soft Clipping via Bilateral Decoupled Decay of Probability Gradient Weight cs.LG · 2026 · author #8
5. How to Allocate, How to Learn? Dynamic Rollout Allocation and Advantage Modulation for Policy Optimization cs.LG · 2026 · author #7
6. MASPO: Unifying Gradient Utilization, Probability Mass, and Signal Reliability for Robust and Sample-Efficient LLM Reasoning cs.LG · 2026 · author #8

Mentions

• 2606.04703 #8 · arxiv_oai · confidence 0.70 Lu Pan
• 2606.02355 #10 · arxiv_oai · confidence 0.70 Lu Pan
• 2606.00510 #8 · arxiv_oai · confidence 0.70 Lu Pan

Frequent Coauthors

• Ke Zeng 6 shared papers
• Cong Qin 4 shared papers
• Jiaye Lin 4 shared papers
• Chaowen Hu 3 shared papers
• Xiaoliang Fu 3 shared papers
• Xunliang Cai 3 shared papers
• Yangyi Fang 3 shared papers
• Binbin Zheng 2 shared papers
• Yangen Hu 2 shared papers
• Zekai Shao 2 shared papers
• Chenxing Sun 1 shared papers
• Chishui Chen 1 shared papers
• Fei Huang 1 shared papers
• Haolin Shi 1 shared papers
• Jingwen Chen 1 shared papers
• Junxi Wang 1 shared papers
• Leyi Wei 1 shared papers
• Meng Hsuan Yu 1 shared papers
• Shaodong Zheng 1 shared papers
• Shengda Fan 1 shared papers