Author

M. Shieh

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#machine learning Preprint Oct 2026

RSIGym: A Flexible Environment for Recursive Self-Improvement

Recursive self-improvement requires carrying accepted changes into later improvement cycles, while studying agent-proposed changes also requires substantial research infrastructure. Existing settings often leave agents to rebuild routine infrastructure or restrict exploration to individual components. We introduce RSIG...

Fan-Qing Meng, Ling-Xiao Du, Hao-Cheng Lu et al. · 1 citation

Jul 2026

RSIBench-Data: Benchmarking Data-Centric Research for Recursive Self-Improvement

It is suggested that current agents can make useful data-centric discoveries but cannot yet translate feedback into consistent improvements, and RSIBench-Data provides a measurable, auditable testbed for the research capabilities required for recursive self-improvement.

Fan-Qing Meng, Ling-Xiao Du, Qi-Guang Chen et al. · arXiv.org · 17 citations · ⚡2