04:00
2026-06-18
arxiv.org
machine-learning
Breaking the Solver Bottleneck: Training Task Generators at the Learnable Frontier
Researchers introduced PROPEL, a framework that trains task generators for reinforcement learning by using a lightweight activation probe to predict solver pass rates, avoiding costly solver rollouts.…