Recursive Environment Scaling for General Long-Horizon Agents.

arXiv:2610.16397v2 Announce Type: replace Abstract: 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 environ