Reinforcement Learning: AlphaGo

Graphics in 5 Minutes · Advanced ·📰 AI News & Updates ·2y ago
How AlphaGo works, based on Reinforcement Learning. Part 2 of RL from scratch series. https://youtu.be/vXtfdGphr3c 0:00 - intro 0:06 - how to play Go 0:21 - introducing alphaGo 0:46 - analyzing expert games 2:17 - training an expert policy 2:47 - value functions 4:05 - search trees 5:42 - reinforcement learning 6:17 - alphaGo's value function 7:47 - alphaZero
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Chapters (10)

intro
0:06 how to play Go
0:21 introducing alphaGo
0:46 analyzing expert games
2:17 training an expert policy
2:47 value functions
4:05 search trees
5:42 reinforcement learning
6:17 alphaGo's value function
7:47 alphaZero
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