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Everything about AlphaZero
Game-playing artificial intelligence
AlphaZero is a computer program developed by artificial intelligence research company DeepMind to master the games of chess, shogi and go. This algorithm uses an approach similar to AlphaGo Zero. Wikipedia →
🧭 Start here: a 6-step reading path
- Read the overview: AlphaZeroA 5-minute orientation
- Skim a recent paper: AlphaZero-Inspired Game Learning: Faster Training by Using MCTS Only at Test TimeInfluential work since 2022
- Pick up a classic book: Game ChangerThe most-reprinted book on the subject
- Read the landmark paper: Acquisition of chess knowledge in AlphaZeroCited 91 times
- Go sideways: Elmo (shogi engine)A closely related topic
- Go sideways: AlphaGo ZeroA closely related topic
📖 Definitions
No dictionary entry for this exact phrase.
🗂️ The subject at a glance
🏆 Landmark papers (most cited)
Acquisition of chess knowledge in AlphaZero
Global optimization of quantum dynamics with AlphaZero deep exploration
Artificial superintelligence and its limits: why AlphaZero cannot become a general agent
Simulation-Based Algorithms for Markov Decision Processes: Monte Carlo Tree Search from AlphaGo to AlphaZero
Bridging the human–AI knowledge gap through concept discovery and transfer in AlphaZero
Parameters in play: AlphaZero-Inspired AI for autonomous parameter identification in soil constitutive and finite element models
Deep bidirectional intelligence: AlphaZero, deep IA-search, deep IA-infer, and TPC causal learning
Reimagining chess with AlphaZero
🆕 Influential since 2022
AlphaZero-Inspired Game Learning: Faster Training by Using MCTS Only at Test Time
MiniZero: Comparative Analysis of AlphaZero and MuZero on Go, Othello, and Atari Games
Analysis of Hyper-Parameters for AlphaZero-Like Deep Reinforcement Learning
AlphaDDA: strategies for adjusting the playing strength of a fully trained AlphaZero system to a suitable human training partner
AlphaZe∗∗: AlphaZero-like baselines for imperfect information games are surprisingly strong
📚 Books worth reading
- 📕Game ChangerMatthew Sadler, Natasha Regan · 2019
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
🔗 Related topics
- Elmo (shogi engine) elmo (stylized as elmo, a blend of elastic and monkey) is a computer shogi evaluation function and book file (joseki) created by Makoto Takizawa (瀧澤誠)…
- AlphaGo Zero AlphaGo Zero is a version of DeepMind's Go software AlphaGo. AlphaGo's team published an article in Nature in October 2017 introducing AlphaGo Zero, a…
- Leela Chess Zero Leela Chess Zero (abbreviated as LCZero, lc0) is a free, open-source chess engine and volunteer computing project based on Google's AlphaZero engine. It…
- Efficiently updatable neural network NNUE, which stands for efficiently updatable neural network (often stylized as ƎUИИ) is a neural network made to replace the evaluation of Shogi, chess…
- MuZero MuZero is a reinforcement learning algorithm developed by DeepMind that learns a model of an environment for planning without being given its rules or…
- AlphaGo AlphaGo is a computer program that plays the board game Go. It was developed by the London-based DeepMind Technologies, an acquired subsidiary of Google…
- Stockfish (chess) Stockfish is a free and open-source chess engine, available for various desktop and mobile platforms. It can be used in chess software through the Universal…
- Leela Zero Leela Zero is a free and open-source computer Go program released on 25 October 2017. It is developed by Belgian programmer Gian-Carlo Pascutto, the author…