Deep learning advancements: closing the gap (CROSBI ID 682051)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Stipić, Arian ; Bronzin, Tomislav ; Prole, Brigita ; Pap, Klaudio
engleski
Deep learning advancements: closing the gap
This article explains how recent development in the field of Artificial Intelligence (AI) makes gap between human and machine smaller than ever before, by explaining and comparing traditional approach user in development of AI systems with new approach that has been used by AI system AlphaZero, developed by DeepMind. Traditionally AI systems have been tested in chess and the same has been done to demonstrate the power of AlphaZero. But, instead of playing against human, it played against the best (at the time) chess program Stockfish. While chess programs (before AlphaZero), were using powerful hardware and embedded built-in formal knowledge about the game, AlphaZero is using completely new approach, running on standard hardware and using deep learning. It learned about the game by playing a large number of games with itself, learning in the process. Article will also explain what is so revolutionary in AlphaZero approach to AI and how this new approach can be used in different areas of processing visual information, bio-medicine, autonomous driving, robotics and AI generated images/videos of humans.
artificial intelligence ; deep learning ; AlphaZero ; bio medicine ; autonomous driving ; GAN ; generated image ; video synthesis ;
Ažurirani rad je prezentiran još i na konferencijama: 1. KulenDayz, Osijek, Hrvatska: http://www.kulendayz.com/Agenda/Session/3769 2. INIT Conf, Banjaluka, BIH, https://initconf.org/#
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
Podaci o prilogu
1087-1092.
2019.
objavljeno
10.23919/MIPRO.2019.8757133
Podaci o matičnoj publikaciji
2019 42nd International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO), Proceedings of the International Convention
Koričić, Marko ; Butković, Željko ; Skala, Karolj ; Car, Željka ; Čicin-Šain, Marina ; Babić, Snježana ; Sruk, Vlado ; Škvorc, Dejan ; Ribarić, Slobodan ; Gros, Stjepan ; Vrdoljak, Boris ; Mauher, Mladen ; Tijan, Edvard ; Pale, Predrag ; Huljenić, Darko ; Galinac Grbac , Tihana ; Janjić, Matej
Opatija: Hrvatska udruga za informacijsku i komunikacijsku tehnologiju, elektroniku i mikroelektroniku - MIPRO
978-953-233-098-4
2623-8764
Podaci o skupu
MIPRO 2019
predavanje
20.05.2019-24.05.2019
Opatija, Hrvatska
Povezanost rada
Grafička tehnologija, Informacijske i komunikacijske znanosti, Računarstvo