Stop Babysitting Your RL Models

Tweaking configs and rolling back collapsed training runs is exhausting. Meet autoresearch-rl. It’s an autonomous AI researcher for RL post-training. The agent intelligently modifies your config file, runs rapid ten-minute training bursts, evaluates pass-at-one scores, and iterates automatically. No more manual trial-and-error. Just let the agent run sixty plus experiments overnight to find the perfect hyperparameter setup while you sleep.