AI Concepts Wiki

This is a sample wiki page that demonstrates how to create knowledge-base style content separate from your blog posts.

Machine Learning Fundamentals

Supervised Learning

Supervised learning is a type of machine learning where the algorithm learns from labeled training data. It makes predictions based on that data and is corrected when those predictions are wrong.

Reinforcement Learning

Reinforcement learning is a type of machine learning where an agent learns to make decisions by taking actions in an environment to maximize some notion of cumulative reward.

References

  1. Sutton, R. S., & Barto, A. G. (2018). Reinforcement learning: An introduction. MIT press.
  2. Goodfellow, I., Bengio, Y., & Courville, A. (2016). Deep learning. MIT press.