PDF] Mastering Chess and Shogi by Self-Play with a General
Por um escritor misterioso
Last updated 21 setembro 2024
This paper generalises the approach into a single AlphaZero algorithm that can achieve, tabula rasa, superhuman performance in many challenging domains, and convincingly defeated a world-champion program in each case. The game of chess is the most widely-studied domain in the history of artificial intelligence. The strongest programs are based on a combination of sophisticated search techniques, domain-specific adaptations, and handcrafted evaluation functions that have been refined by human experts over several decades. In contrast, the AlphaGo Zero program recently achieved superhuman performance in the game of Go, by tabula rasa reinforcement learning from games of self-play. In this paper, we generalise this approach into a single AlphaZero algorithm that can achieve, tabula rasa, superhuman performance in many challenging domains. Starting from random play, and given no domain knowledge except the game rules, AlphaZero achieved within 24 hours a superhuman level of play in the games of chess and shogi (Japanese chess) as well as Go, and convincingly defeated a world-champion program in each case.
A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play
PDF) A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play
AlphaZero: A General Reinforcement Learning Algorithm that Masters Chess, Shogi and Go through Self-Play
PDF) Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm
PDF) Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm
PDF) Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm
AlphaZero en PDF, PDF, Chess
PDF] Exploring the Performance of Deep Residual Networks in Crazyhouse Chess
Mastering the game of Go without human knowledge
What are the chances that AlphaZero will enter official competitions with other chess engines (e.g. TCEC)? - Quora
Shogi - Wikipedia
PDF] Mastering Terra Mystica: Applying Self-Play to Multi-agent Cooperative Board Games
Recomendado para você
-
Google's AlphaZero Destroys Stockfish In 100-Game Match21 setembro 2024
-
DeepMind AlphaZero lernt übergreifend Spiele zu spielen21 setembro 2024
-
AlphaZero Gomoku: Paper and Code - CatalyzeX21 setembro 2024
-
Multiplayer AlphaZero21 setembro 2024
-
alpha-zero · GitHub Topics · GitHub21 setembro 2024
-
How DeepMind's AlphaGo Became the World's Top Go Player, by Andre Ye21 setembro 2024
-
Simplifying MuZero in Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model — Andrew Silva21 setembro 2024
-
Contributing to Leela Chess Zero. Creating the Caissa of Chess engines. - Leela Chess Zero21 setembro 2024
-
Solved According to the CAPM, overpriced securities should21 setembro 2024
-
Alpha Zero one Multi-Collagen Powder 100g-grass fed21 setembro 2024
você pode gostar
-
3D Printable Pokemon Quest Articulated Eevee Toy by Chris D'Argenio21 setembro 2024
-
Ator que faz Eddie em 'Stranger Things' cai no choro ao receber agradecimento de fã por sua gentileza - Monet21 setembro 2024
-
Pepe ganga -Ganador Minuto Mágico-21 setembro 2024
-
High School DxD (anime), High School DxD Wiki21 setembro 2024
-
qb46311027 mikakunin de shinkoukei yonomori kobeni seifuku, #113930521 setembro 2024
-
Level up your Roblox game development21 setembro 2024
-
Pokémon, CGC Cards Registry21 setembro 2024
-
10pcs roxo bolo de borboleta toppers feliz aniversário festa de21 setembro 2024
-
Reimagining the Wheel: Ceramics Students Blend Identity & Craft21 setembro 2024
-
FNAF Security Breach Android Online Multiplayer Game - New Update - Mobile Gameplay + Download Link321 setembro 2024