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#artificial intelligence Preprint Oct 2026

Recursive Environment Scaling for General Long-Horizon Agents

We study environment scaling as a way to increase agent-benchmark difficulty while holding core task objectives fixed. Our framework, Recursive Environment Scaling (RES), transforms existing benchmark environments while preserving their objectives and completion requirements. A proposer changes information access, reso...

Lin Jing, Zheng-Bo Jiao, Yi-Chen Xiang et al. · 0 citations

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