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README.md

Materials

• Lecture slides
• [main] Video-intro by David Silver (english) - video
• Optional lecture by David Silver (english) - video
• Intro lecture (russian) - video
• Intro seminar (russian) - video
• Deep learning course (if you want to learn in parallel) - https://github.com/yandexdataschool/HSE_deeplearning

Homework description

• Go to the notebook
  • If you haven't installed everything yet, try
• You can find homework and bonus assignment descriptions at the end of that notebook.
• Note: so far it's enough to say pip install gym on top of any data-science-stuffed python, but we'd appreciate if you gradually switch to full installation.

More on global optimization heuristics:

• [recommended] - awesome openai post about evolution strategies - blog post, article
• Video on genetic algorithms (english) - video
• Another guide to genetic algorithm (english) - video
• About Differential evolution (english) - pdf
• Video on Ant Colony Algorithm (english) - video
• Longer video on Ant Colony Algorithm (english) - video