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

Aleksa Gordić - The AI Epiphany via YouTube

Overview

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This course explores MuZero, an agent that excels in Go, Chess, Shogi, and Atari without human knowledge or rules. Participants will understand how MuZero learns to play without rules and how it models dynamics. The teaching method includes an overview of the AlphaGo lineage, explanation of MuZero actors, and discussions on its functioning and results. This course is suitable for individuals interested in reinforcement learning and AI advancements.

Syllabus

Overview of the AlphaGo lineage
MuZero actors explained
How can MuZero work without any rules?
MuZero learner explained
Results
Update to the search algorithm

Taught by

Aleksa Gordić - The AI Epiphany

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