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Researcher Profile

Arthur Guez

Self-play RL with search (AlphaZero)

Co-author, AlphaZero

Co-authored AlphaZero: a canonical reference for self-play + search in RL.

Labs

Google DeepMind

Topics

Reinforcement Learning

About This Page

This profile is meant to help you get oriented quickly: why this researcher matters, what to read first, and where to explore next.

Last updated

March 20, 2026

Best First Clicks

Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithmpaper

Official And External Links

Known For

The ideas, systems, and research directions that make this person worth knowing.

01

Self-play RL with search (AlphaZero)

02

Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

03

DeepMind

04

RL

05

Reinforcement Learning

06

Planning

Start Here

Canonical papers, project pages, or repositories that anchor this profile.

Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithmpaper

Signature Works

Additional papers, projects, or repositories that help flesh out the profile.

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Supporting Sources

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Related Researchers

People worth exploring next because they share topics, labs, or source material with this profile.

Shared canonical source

Dharshan Kumaran

Self-play RL with search (AlphaZero)

1 source

Co-authored AlphaZero: a canonical reference for self-play + search in RL.

Google DeepMind Reinforcement Learning

Start HereMastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Shared canonical source

Self-play RL with search (AlphaZero)

1 source

Co-authored AlphaZero: a canonical reference for self-play + search in RL.

Google DeepMind Reinforcement Learning

Start HereMastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Shared canonical source

Self-play RL with search (AlphaZero)

1 source

Co-authored AlphaZero: a canonical reference for self-play + search in RL.

Google DeepMind Reinforcement Learning

Start HereMastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Shared canonical source

Self-play RL with search (AlphaZero)

1 source

Co-authored AlphaZero: a canonical reference for self-play + search in RL.

Google DeepMind Reinforcement Learning

Start HereMastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Shared canonical source

Self-play RL with search (AlphaZero)

1 source

Co-authored AlphaZero: a canonical reference for self-play + search in RL.

Google DeepMind Reinforcement Learning

Start HereMastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Shared lab

Deep RL, planning, games

3 sources

A central figure in modern reinforcement learning whose work turned deep RL from an exciting idea into a line of systems that repeatedly reset expectations.

Google DeepMind Multimodal Systems & Infrastructure

Start HereDeep reinforcement learning