Reinforcement Learning: AlphaGo

Graphics in 5 Minutes · Advanced ·📰 AI News & Updates ·2y ago

Skills: RL Foundations90%Neural Network Basics70%

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

OpenAI: $2M in tokens to every YC company in the spring and summer batches.