learning-on-the-job-test-time-curricula

Enable models to autonomously improve on target tasks during inference via test-time curricula (TTC-RL). Automatically select task-relevant training examples and apply RL to continue learning. Achieve 1.8x improvement on AIME25 math benchmarks and 2.1x on CodeElo competitive coding by learning task-specific skills at test time without human curation.

Independent GitHub snapshot · Automated classification · Original documentation governs