Understanding Concepts for NeMo Gym#

NeMo Gym concepts explain the mental model behind building reliable agent systems: how services collaborate, how teams capture interaction data, and how verification signals drive learning. Use this page as a compass to decide which explanation to read next.

Tip

Need a refresher on reinforcement learning language? Refer to the Key Terminology before diving in.


Concept Highlights#

Each explainer below covers one foundational idea and links to deeper material.

Core Components

Understand the three server components that make up a training environment.

Core Components
Configuration System

Understand how servers are configured and connected.

Configuration System
Task Verification

Understand the importance of verification and common implementation patterns.

Task Verification
Key Terminology

Essential vocabulary for agent training, RL workflows, and NeMo Gym.

Key Terminology