20.500.12556/DKUM-76964 Trgovanje kriptovalut z okrepitvenim učenjem diplomsko delo Trading cryptocurrencies with reinforcement learning V diplomskem delu se bom seznanil in preizkusil okrepitveno učenje na časovnih podatkih, natančneje na trgovanju s kriptovalutami. V okviru naloge bom naredil teoretičen pregled okrepitvenega učenja, ogrodji okrepitvenega učenja in pregled knjižnic, ki že obstajajo na področju okrepitvenega učenja ter trgovanja s kriptovalutami. Praktični cilj diplomskega dela pa je izdelava programa, ki se bo na podlagi zgodovinskih vrednosti kriptovalut, naučil, kako trgovati z njimi, tako da zagotovi velik dobiček. In my diploma work I will get acquainted with reinforcement learning and test it on historical data, more specifically on cryptocurrency trading. As part of the assignment, I will provide a theoretical overview of reinforcement learning, reinforcement learning frameworks, and an overview of libraries that already exist in the area of reinforcement learning and cryptocurrency trading. The practical aim of the diploma thesis is to create a program that, based on the historical values of cryptocurrencies, will learn how to trade them so as to generate large profits. Okrepitveno učenje kriptovalute Python umetna inteligenca Reinforcement learning cryptocurrencies Python artificial intelligent true true false [G. Reher] Slovenski jezik Angleški jezik Diplomsko delo/naloga 2020-08-04 15:55:15 2020-11-03 13:12:10 2022-08-09 14:11:08 2020-11-26 03:13:56 2020 0 Maribor 0 Maribor VI, 43 f. 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 004.8(043.2) 39007491 URN:SI:UM:DK:DYW6CCFR UN_Reher_Gasper_2020.pdf UN_Reher_Gasper_2020.pdf 1 1EB238A07C5A327E2BC2C2564D1B32A6 264115eaae3afd8bd9652cb5320b3eaac6291696adb09be52ed8b44d9803c89d 70d76f16-7c11-11eb-bb7a-00155d0001ca 20.500.12556/dkum/79ac15ca-2385-496d-9cf4-98b09f283453 https://dk.um.si/Dokument.php?lang=slv&id=144013 UN_Reher_Gasper_2020.zip UN_Reher_Gasper_2020.zip 1 BCAFB25CD1652E92D134584D3A32742F 314e6c176b9b32cebc0ad7afd2851878016bbf0ef429db675144575f6bc91f67 6e5ceb20-7c11-11eb-bb7a-00155d0001ca 20.500.12556/dkum/161e8c52-a81c-4631-80c9-cb02ff4c7036 https://dk.um.si/Dokument.php?lang=slv&id=143886 Fakulteta za elektrotehniko, računalništvo in informatiko 0 0 0