From Zero to Master in Hours: AlphaZero Accelerates Reinforcement Learning
Por um escritor misterioso
Last updated 28 março 2025

Google’s DeepMind has once again surprised the machine learning community, this time with the introduction of AlphaZero — a new algorithm that can quickly surpass human board game performance through reinforcement learning self-play. It was was just two months that DeepMind published their Nature paper on AlphaGo Zero, which mastered the game of Go in
Is there an Open Source version of AlphaZero? (specifically, the generic game-learning tool, distinct from AlphaGo) - Quora

Reinforcement Learning

Deep Q Learning for Tic Tac Toe - The Minimum Viable Model

AlphaZero, a novel Reinforcement Learning Algorithm, in JavaScript, by Carlos Aguayo

Advanced Reinforcement Learning and Its Connections with Brain Neuroscience

Mastering the game of Go without human knowledge

On its own, in just a few hours of experimental self-play, AlphaZero blew past a level of Chess mastery that took humans over 1,500 years to attain., by 13D Research
Empirical evaluation of AlphaGo Zero. a Performance of self-play

PDF] Accelerating and Improving AlphaZero Using Population Based Training
MuZero, AlphaZero, and AlphaDev: Optimizing computer systems - Google DeepMind
Adaptive Warm-Start MCTS in AlphaZero-Like Deep Reinforcement Learning
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