rlve-scaling-rl-with-adaptive-environments

Scale RL training for language models by automatically adapting problem difficulty to match model capabilities using verifiable reward environments—achieving 3.37% absolute improvement on reasoning benchmarks through environment diversity rather than compute scaling alone.

Independent GitHub snapshot · Automated classification · Original documentation governs