Electronics, Free Full-Text
Por um escritor misterioso
Last updated 22 setembro 2024
Computer games have been regarded as an important field of artificial intelligence (AI) for a long time. The AlphaZero structure has been successful in the game of Go, beating the top professional human players and becoming the baseline method in computer games. However, the AlphaZero training process requires tremendous computing resources, imposing additional difficulties for the AlphaZero-based AI. In this paper, we propose NoGoZero+ to improve the AlphaZero process and apply it to a game similar to Go, NoGo. NoGoZero+ employs several innovative features to improve training speed and performance, and most improvement strategies can be transferred to other nonspecific areas. This paper compares it with the original AlphaZero process, and results show that NoGoZero+ increases the training speed to about six times that of the original AlphaZero process. Moreover, in the experiment, our agent beat the original AlphaZero agent with a score of 81:19 after only being trained by 20,000 self-play games’ data (small in quantity compared with 120,000 self-play games’ data consumed by the original AlphaZero). The NoGo game program based on NoGoZero+ was the runner-up in the 2020 China Computer Game Championship (CCGC) with limited resources, defeating many AlphaZero-based programs. Our code, pretrained models, and self-play datasets are publicly available. The ultimate goal of this paper is to provide exploratory insights and mature auxiliary tools to enable AI researchers and computer-game communities to study, test, and improve these promising state-of-the-art methods at a much lower cost of computing resources.
Electronics & Communication Level 7 - Free and - Nepal Telecom
Command Medium Picture Hanging Strips, White, 3 Sets of Strips - Baller Hardware
Stream [PDF] ✔️ Download Mathematics for Electricity & Electronics Full Books from Olmdcsmoglyne
Popular Electronics Electronic Experimenter's Handbook 1981 : Ziff-Davis Publishing : Free Download, Borrow, and Streaming : Internet Archive
Household Hazardous Waste Collection, Electronics Recycling and Residential Shredding Event - Town of Perinton
Galaxy A23 5G, Lag-Free 5G Smartphone
Basic Electronics by Alvis J. Evans and Gene McWhorter (2001, Trade Paperback) for sale online
Lead-Free Electronic Solders: A Special Issue of the Journal of Materials Science: Materials in Electronics
Rockstar Electronics
DJ-Electronics v1.3.0 - Template for an online electronics store for Joomla 4.
Interquip
Recomendado para você
-
Leela Chess Zero: AlphaZero for the PC22 setembro 2024
-
Acquisition of chess knowledge in AlphaZero22 setembro 2024
-
AlphaZero really is that good22 setembro 2024
-
AlphaZero Gomoku: Paper and Code - CatalyzeX22 setembro 2024
-
AlphaZero from Scratch – Machine Learning Tutorial22 setembro 2024
-
How AlphaZero Works – Augmented Lawyer22 setembro 2024
-
MuZero Intuition22 setembro 2024
-
AlphaZero: Shedding new light on chess, shogi, and Go - Google DeepMind22 setembro 2024
-
Global optimization of quantum dynamics with AlphaZero deep exploration22 setembro 2024
-
AlphaZero paper discussion (Mastering Go, Chess, and Shogi) • Life In 19x1922 setembro 2024
você pode gostar
-
Roblox GAMER girl22 setembro 2024
-
Nanatsu no Taizai 3 Temporada Episódio 13 Legendado PT BR 5.079 visualizações mil Compartil Download Adicionar22 setembro 2024
-
Jogos de Tabuleiro: Para Todos os Gostos22 setembro 2024
-
Roblox.com é confiável? Roblox é segura?22 setembro 2024
-
Disney World is looking for actors & comedians for Tomorrowland's 'Monsters Inc. Laugh Floor' attraction - Disney Dining22 setembro 2024
-
Vikings O que aconteceu com os filhos de Ragnar na vida real22 setembro 2024
-
What you need to know before getting a bearded dragon22 setembro 2024
-
Não foi Speed que invadiu o campo e beijou os pés a Cristiano Ronaldo - Futebol Divertido22 setembro 2024
-
Como desenhar GOKU BLACK passo a passo22 setembro 2024
-
Jogo Ps4 Horizon Forbidden West Game KaBuM22 setembro 2024