Dingwen Yang
Dingwen Yang has 2 papers in our library, in 2024–2026; often with Honglin Guo, Zhiheng Xi, Boyang Hong.
OpenAlex · h-index 2 · 7 works · 7 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 30 times in our library · ⭐ Paper Stars ranking: #10326
Affiliations
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksArts and Humanities · 1 workLanguage and Linguistics · 1 work
Works by year
2020s
Papers
- AgentGym: Evolving Large Language Model-based Agents across Diverse Environments (2024 · 33 citations)
Today's LLM-based agents are trained in one of two ways. Some copy expert demonstrations, which is costly and limits exploration. Others improve through feedback inside a single environment, which yields narrow specialists. This paper asks whether one agent can first learn by imitation and then keep improving across… - AgentGym2: Benchmarking Large Language Model Agents in De-Idealized Real-World Environments (2026)
Most agent benchmarks test LLM agents under idealized conditions: tools are handed over ready-made, intermediate steps are skipped, and inputs are tidy and complete.
Co-authors here
- Honglin Guo ×2
- Zhiheng Xi ×2
- Boyang Hong
- Jiaqi Liu
- Jiazheng Zhang
- Junzhe Wang
- Lu Chen
- Qi Zhang
- Songyang Gao
- Wei He
- Wenxiang Chen
- Xin Guo
Venues
Cited by
Updated
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