> ## Documentation Index
> Fetch the complete documentation index at: https://aegean.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Model-free Reinforcement Learning

> Monte Carlo prediction, temporal difference learning, and model-free control.

<CardGroup cols={2}>
  <Card title="Monte Carlo Prediction" icon="play" href="https://www.youtube.com/watch?v=kVYyDO0B6xo">
    Estimating value functions from sampled episodes
  </Card>

  <Card title="Temporal Difference Learning" icon="play" href="https://www.youtube.com/watch?v=L90h-1Sntnw">
    Bootstrapping value estimates from experience
  </Card>

  <Card title="Model-free Control" icon="play" href="https://www.youtube.com/watch?v=gkflVEhnA5s">
    Learning optimal policies without a model
  </Card>
</CardGroup>

***

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