Zheng Pan
Zheng Pan has 2 papers in our library, in 2026, most of them on Evaluation & benchmarks; often with Xin Li, Yulan Hu, Guanhua Chen.
OpenAlex · h-index 2 · 10 works · 16 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 3 times in our library · ⭐ Paper Stars ranking: #11037
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Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 1Research subjects and languages the work is about.Evaluation & benchmarks · 1 work
Works by year
2020s
Papers
- No More Stale Feedback: Co-Evolving Critics for Open-World Agent Learning (2026 · 3 citations)
Critique-guided reinforcement learning supplements sparse outcome rewards for LLM agents with natural-language feedback. - Aligning Agents via Planning: A Benchmark for Trajectory-Level Reward Modeling (2026)
As LLMs turn into agents that call tools over many turns, reward models must judge entire interaction trajectories, not just single replies.
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