MuZero - Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model | RL Paper explained

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MuZero - the latest agent in the lineage of AlphaGo agents. Zero human knowledge, zero rules, and cracks not only Go, Chess and Shogi but additionally it achieves SOTA on the Atari benchmark.

You'll learn about:
✔️ How can MuZero learn to play without the rules
✔️ How does it learn the dynamics/model
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✅ Paper: https://arxiv.org/abs/1911.08265
✅ Blog: https://deepmind.com/blog/article/muzero-mastering-go-chess-shogi-and-atari-without-rules
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⌚️ Timetable:
00:00 Overview of the AlphaGo lineage
03:00 MuZero actors explained
11:10 How can MuZero work without any rules?
14:50 MuZero learner explained
21:15 Results
25:15 Update to the search algorithm

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#muzero #atari #reinforcementlearning

Видео MuZero - Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model | RL Paper explained канала Aleksa Gordić - The AI Epiphany