- Lecture slides
- [main] Video-intro by David Silver (english) - https://www.youtube.com/watch?v=2pWv7GOvuf0
- Optional lecture by David Silver (english) - https://www.youtube.com/watch?v=lfHX2hHRMVQ
- Intro lecture (russian) - https://yadi.sk/i/bMo0qa-x3DoqkS
- Intro seminar (russian) - https://yadi.sk/i/IBq2MjoS3DoqkY
- Deep learning course (if you want to learn in parallel) - https://github.com/yandexdataschool/HSE_deeplearning
- Evolution methods for RL (article, english) - https://arxiv.org/abs/1703.03864
- Guide to genetic algorithms (english) - https://www.youtube.com/watch?v=ejxfTy4lI6I
- Another guide to genetic algorithm (english) - https://www.youtube.com/watch?v=zwYV11a__HQ
- PDF on Differential evolution (english) - http://jvanderw.une.edu.au/DE_1.pdf
- Video on Ant Colony Algorithm (english) - https://www.youtube.com/watch?v=D58nLNLkb0I
- Longer video on Ant Colony Algorithm (english) - https://www.youtube.com/watch?v=xpyKmjJuqhk
- Go to the notebook
- You can find homework and bonus assignment descriptions at the end of that notebook.