NVIDIA NeMo provides capabilities for coding AI agents to operate long-running machine learning workflows, specifically targeting reinforcement learning research.
These agents can inspect repositories, set up runtimes, resolve build issues, launch experiments, monitor execution, analyze metrics, and summarize results. This automation addresses the challenge where meaningful RL metrics often appear only after essential experiment infrastructure is established.