> ## Documentation Index
> Fetch the complete documentation index at: https://docs.rllm-project.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Cogito, Ergo Ludo

> An agent that learns to play games by reasoning and planning

<Card title="Paper" icon="file-lines" href="https://www.arxiv.org/abs/2509.25052">
  arXiv:2509.25052
</Card>

Cogito, Ergo Ludo combines reasoning and planning to build game-playing agents. Using rLLM's RL training pipeline, it trains agents that can think through game states and develop strategies through self-play.