PDF] Mastering Chess and Shogi by Self-Play with a General
Por um escritor misterioso
Last updated 20 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.
PDF) Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm
Mastering Atari, Go, chess and shogi by planning with a learned model
AlphaZero
PDF] Mastering Terra Mystica: Applying Self-Play to Multi-agent Cooperative Board Games
papers
Mastering Atari, Go, chess and shogi by planning with a learned model
PDF] Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm
A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play
PDF] The Chess Transformer: Mastering Play using Generative Language Models
Full article: Time management in a chess game through machine learning
Recomendado para você
-
Checkmate: how we mastered the AlphaZero cover, Science20 setembro 2024
-
The future is here – AlphaZero learns chess20 setembro 2024
-
AlphaZero - Notes on AI20 setembro 2024
-
AlphaZero Vs StockFish – A Literature Review.pptx20 setembro 2024
-
Inside the (deep) mind of AlphaZero20 setembro 2024
-
Google's self-learning AI AlphaZero masters chess in 4 hours20 setembro 2024
-
AlphaGo Zero Explained20 setembro 2024
-
PDF] ELF OpenGo: An Analysis and Open Reimplementation of AlphaZero20 setembro 2024
-
ASoT] Natural abstractions and AlphaZero — LessWrong20 setembro 2024
-
AlphaZero: Shedding new light on chess, shogi, and Go - Google DeepMind20 setembro 2024
você pode gostar
-
Cherokee Freedman woman discusses new position, Freedmen rights – Gaylord News20 setembro 2024
-
Calma meu Filho20 setembro 2024
-
sonic getting eaten|TikTok Search20 setembro 2024
-
FUNimation Acquires Rights to Anime Series Fairy Tail20 setembro 2024
-
YIMESOY Papel de parede mural personalizado aquarela salão de beleza luminária de fundo parede fundo 3D decoração de casa 430 cm (W)×300 cm (H)20 setembro 2024
-
Confira o bate papo de Rafael Serra com Alexandre Ernst e Pedro20 setembro 2024
-
ALL GAS STATION SIMULATOR CODES! (January 2022)20 setembro 2024
-
Kuplinov Plау. Продолжение 2020 сезон 0 серия – SCP-3008 ▻ ОСТАЛСЯ НА НОЧЬ В EKIA И ВОТ ЧТО ПРОИЗОШЛО (НИЧЕГО)20 setembro 2024
-
Ludwig Ahgren Mogul Chess Boxing Championship 2022 Full Card Results, Winner And Participants Lineup - The SportsGrail20 setembro 2024
-
Laudos identificam e atestam causas de morte com a Toxicologia Forense20 setembro 2024