• Lecture slides
• Video 1 by D.Silver (english) (same as last week)
• Video 2 by D. Silver (english)
• Our lecture, seminar (russian)
• Blog post on q-learning Vs SARSA - url

• Eligibility traces from Sutton's book - url
• Video on monte-carlo tree search - https://www.youtube.com/watch?v=Yf8vKTIQzHs
• Udacity video on monte-carlo tree search (2 parts) - https://www.youtube.com/watch?v=onBYsen2_eA
• Post on MCTS (monte-carlo tree search) - http://www.cameronius.com/research/mcts/about/index.html
• Guide to MCTS - https://jeffbradberry.com/posts/2015/09/intro-to-monte-carlo-tree-search/

Go to the notebook and follow instructions from there.

You will have to modify a few .py files in the meantime (e.g. sarsa.py).