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Extensive form games

Mastering Reinforcement Learning Extensive-form games: backward induction, multi-agent Q-learning, multi-agent MCTS https://gibberblot.github.io/rl-notes/ Tim Miller Professor of Artificial Intelligence The University of Queensland https://uqtmiller.github.io/ 0:00:00 1 Introduction to extensive form games 0:01:09 2 Extensive form games - Definition 0:07:51 3 Backward induction 0:13:37 4 Exercise - The advertising game 0:15:59 5 Example - Tic Tac Toe 0:21:10 6 Multi-agent reinforcement learning 0:24:30 7 Multi-agent Q-learning 0:26:51 8 Opponent moves 0:30:20 9 Multi-agent MCTS 0:33:57 10 Application - Poker 0:37:07 11 Summary