Mastering the game of Go with deep neural networks and tree search

Autor: John Nham, David Silver, Ilya Sutskever, Demis Hassabis, George van den Driessche, Arthur Guez, Dominik Grewe, Marc Lanctot, Thore Graepel, Laurent Sifre, Chris J. Maddison, Nal Kalchbrenner, Ioannis Antonoglou, Timothy P. Lillicrap, Koray Kavukcuoglu, Julian Schrittwieser, Madeleine Leach, Aja Huang, Veda Panneershelvam, Sander Dieleman

Publikováno v: Nature. 529:484-489

The game of Go has long been viewed as the most challenging of classic games for artificial intelligence owing to its enormous search space and the difficulty of evaluating board positions and moves. Here we introduce a new approach to computer Go th

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::ae3953e2190143a462dcebd18f7c4495
https://doi.org/10.1038/nature16961

A Systematic Collection of Medical Image Datasets for Deep Learning.

Autor: Li, Johann¹ (AUTHOR) me@qinka.pro, Zhu, Guangming¹ (AUTHOR) gmzhu@xidian.edu.cn, Hua, Cong¹ (AUTHOR) chua@stu.xidian.edu.cn, Feng, Mingtao¹ (AUTHOR) mintfeng@hnu.edu.cn, Bennamoun, Basheer² (AUTHOR) b.bennamoun@gmail.com, Li, Ping³ (AUTHOR) pli@bnc.org.cn, Lu, Xiaoyuan³ (AUTHOR) xylu@bnc.org.cn, Song, Juan¹ (AUTHOR) songjuan@mail.xidian.edu.cn, Shen, Peiyi¹ (AUTHOR) pyshen@xidian.edu.cn, Xu, Xu⁴ (AUTHOR) forxuxu@126.com, Mei, Lin⁴ (AUTHOR) gasswlw@126.com, Zhang, Liang¹ (AUTHOR) liangzhang@xidian.edu.cn, Shah, Syed Afaq Ali⁵ (AUTHOR) afaq.shah@ecu.edu.au, Bennamoun, Mohammed⁶ (AUTHOR) mohammed.bennamoun@uwa.edu.au

Publikováno v: ACM Computing Surveys. May2024, Vol. 56 Issue 5, p1-51. 51p.

Can Coverage Criteria Guide Failure Discovery for Image Classifiers? An Empirical Study.

Autor: Wang, Zhiyu, Xu, Sihan, Fan, Lingling, Cai, Xiangrui, Li, Linyu, Liu, Zheli

Publikováno v: ACM Transactions on Software Engineering & Methodology; Sep2024, Vol. 33 Issue 7, p1-28, 28p

Advancing Attribution-Based Neural Network Explainability through Relative Absolute Magnitude Layer-Wise Relevance Propagation and Multi-Component Evaluation.

Autor: VUKADIN, DAVOR, AFRIĆ, PETAR, ŠILIĆ, MARIN, DELAĆ, GORAN

Publikováno v: ACM Transactions on Intelligent Systems & Technology; Jun2024, Vol. 15 Issue 3, p1-30, 30p

Machine Learning for Computer Systems and Networking: A Survey.

Autor: EVANGELOS KANAKIS, MARIOS¹ marioskanakis@gmail.com, KHALILI, RAMIN², LIN WANG³ lin.wang@vu.nl

Publikováno v: ACM Computing Surveys. May2023, Vol. 55 Issue 4, p1-36. 36p.