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Artificial Intelligence

Reinforcement Learning: How AI Learns Through Trial and Error

DeepMind ResearchGoogle DeepMind11 min readOctober 18, 2017
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Summary

Explains reinforcement learning through the lens of AlphaGo Zero, which mastered the game of Go entirely through self-play without any human data. Covers the core concepts of agents, environments, rewards, and policies that underpin one of AI's most powerful paradigms.

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