> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.nvidia.com/nemo/gym/v0.3.0/contribute/environments/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.nvidia.com/nemo/gym/_mcp/server.

# Environments

Help advance RL training for the community by contributing new environments. There are several ways to get involved:

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#### [Contribute New Environments](/contribute/environments/new-environment)

Contribute novel training environments to NeMo Gym!

new-environment

## Docs

- [New Environment](https://docs.nvidia.com/nemo/gym/v0.3.0/contribute/environments/new-environment.md):