microsoft/TextWorld

Health v2 · maintenance only

Flags: no_license

Adoption not part of the score

1441 stars · 205 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

TextWorld is a Python library from Microsoft that generates text-based adventure games and provides a sandbox learning environment for training and evaluating reinforcement learning agents. It supports game state visualization and integrates with standard RL workflows.

Use cases

• train reinforcement learning agents on text-based games
• generate text adventure games programmatically
• benchmark RL agents on text environments
• research NLP and RL in interactive fiction settings
• visualize game states for text-based environments

When to choose

• you need a reproducible sandbox of text games for RL research
• you want procedurally generated text adventures with controllable difficulty
• you work in Python on Linux or macOS

When to avoid

• you need native Windows support without Docker
• you want graphical (non-text) game environments
• you need a production game engine rather than a research tool

Facets

library · maturity active

reinforcement-learning game-engine simulation nlp reinforcement-learning artificial-intelligence python text-based-games rl-environment gym-environment game-generator sandbox game-development natural-language-processing linux macos docker

Member repositories

For agents

markdown · JSON · MCP: product_card(name="microsoft/TextWorld")