Train on Small, Play the Large: Scaling Up Board Games with
Por um escritor misterioso
Last updated 01 junho 2024
Playing board games is considered a major challenge for both humans and AI researchers. Because some complicated board games are quite hard to learn, humans usually begin with playing on smaller boards and incrementally advance to master larger board strategies. Most neural network frameworks that are currently tasked with playing board games neither perform such incremental learning nor possess capabilities to automatically scale up. In this work, we look at the board as a graph and combine a graph neural network architecture inside the AlphaZero framework, along with some other innovative improvements. Our ScalableAlphaZero is capable of learning to play incrementally on small boards, and advancing to play on large ones. Our model can be trained quickly to play different challenging board games on multiple board sizes, without using any domain knowledge. We demonstrate the effectiveness of ScalableAlphaZero and show, for example, that by training it for only three days on small Othello boards, it can defeat the AlphaZero model on a large board, which was trained to play the large board for 30 days.
Rolling Line on Steam
27 best board games for kids in 2023
Deluxe Board Game Train Sets by The Little Plastic Train Company — Kickstarter
H.D. Lloyd: The Story of a Great Monopoly - The Atlantic
Sunset Deluxe Board Game Train Set, Player Pieces for Ticket to Ride and Other Adult, Family, and Kids Train Board Games
How to Use Gameplay to Enhance Classroom Learning
Challenge accepted! Build a machine learning model who play this board game
Train on Small, Play the Large: Scaling Up Board Games with AlphaZero and GNN – arXiv Vanity
Train on Small, Play the Large: Scaling Up Board Games with AlphaZero and GNN – arXiv Vanity
Scaling in the service of reasoning & model-based ML - Yoshua Bengio
Large, creative AI models will transform lives and labour markets
Miniature Scale Reference Guide (Conversions for Model Railroads and Tabletop Wargames) - Tangible Day
Model Train Track Curves and How to Use Them
SIMPLE AND FASTER MONOPOLY GAME FOR KIDS: This Monopoly Junior board game features simplified gameplay for budding Monopoly fans. FEATURES TOP HAT
Hasbro Gaming Monopoly Junior Board Game, Ages 5 and up ( Exclusive)
Recomendado para você
-
Mastering the game of Go without human knowledge01 junho 2024
-
AlphaZero from Scratch – Machine Learning Tutorial01 junho 2024
-
Even AlphaZero Found This Game Hard01 junho 2024
-
GitHub - Kruszylo/gomoku-bot: A replica of the AlphaZero01 junho 2024
-
最强通用棋类AI,AlphaZero强化学习算法解读- 深度强化学习实验室01 junho 2024
-
Electronics, Free Full-Text01 junho 2024
-
动手实现并行版AlphaZero · hijkzzz/alpha-zero-gomoku Wiki · GitHub01 junho 2024
-
AlphaZero and beyond: Polygames01 junho 2024
-
Acquisition of Chess Knowledge in AlphaZero01 junho 2024
-
MuZero - Notes on AI01 junho 2024
você pode gostar
-
Play Game And Earn Money Cash for Android - Download01 junho 2024
-
Óculos de Sol Juliet Carbon Lente Azul Escuro Borracha Azul01 junho 2024
-
Compilação Capcom 2nd Stadium de jogos retrô é confirmada para PC e consoles01 junho 2024
-
Join to world Sans Pixel art01 junho 2024
-
Death Among Us Meme GIF - Death Among Us Meme - Discover & Share GIFs01 junho 2024
-
Avaí x Joinville jogam pela Copa Santa Catarina: onde assistir ao vivo01 junho 2024
-
AmiAmi [Character & Hobby Shop] Kamigami no Asobi - Metal Graphic A(Released)01 junho 2024
-
CLANNAD - Ushio Character Discussion - Key Discussion - Kazamatsuri Forum01 junho 2024
-
Cardiff City Football Club - FULL TIME: Cardiff City Football Club01 junho 2024
-
100+ Free Online Courses with Certificates.01 junho 2024