About

These notes are inspired by my personal notes and learnings from COMP9814: Extended Artificial Intelligence at UNSW (24T3). They assume a basic understanding of Python and sophomore-level university mathematics, plus a solid grasp of fundamental data structures and algorithms.

Recommended textbooks

• Poole, D.L. & Mackworth, A. Artificial Intelligence: Foundations of Computational Agents. Second Edition. Cambridge University Press, Cambridge, 2017.
• Russell, S.J. & Norvig, P. Artificial Intelligence: A Modern Approach. Fourth Edition, Pearson Education, Hoboken, NJ, 2021.
• Sutton, R. & Barto, A. Reinforcement Learning: An Introduction. MIT Press, 2018.
• Jurafsky, D. & Martin, J. H. Speech and Language Processing. Stanford, 2023.

Contributing

Feedback and contributions are welcome. To fix a mistake or add a section, fork the repository and open a pull request — every page also has an edit button at the top.

License

MIT — see LICENSE. If you find this helpful, credit is always appreciated!