Obrazovna interaktivna aplikacija za poučavanje podržanog učenja

undergraduate thesis

• Title (english): Educational Interactive Application for Teaching Supported Learning
• Author: Hana Ivančić
• Mentor: Tomislav Jagušt (mentor)
• Committee member: Tomislav Jagušt (predsjednik povjerenstva)
• Committee member: Bartol Boras (član povjerenstva)
• Committee member: Ema Smolić (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2024-06-27, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

Uvođenjem novih tehnologija u obrazovni sustav omogućuje se modernizacija i digitalizacija tradicionalnih metoda poučavanja. Ovaj završni rad bavi se razvojem obrazovne interaktivne aplikacije za poučavanje podržanog učenja, koristeći suvremene tehnologije kao što su React, Spring i PostgreSQL. Aplikacija omogućuje učenicima da kroz simulacije i praktične primjere bolje razumiju principe podržanog učenja, posebice Q-learning algoritam. Pomoću aplikacije, učenici mogu postavljati različite parametre simulacije i pratiti kako agent uči put kroz labirint, što doprinosi dubljem razumijevanju i praktičnoj primjeni teorijskih znanja.

Abstract (english)

The integration of new technologies into the educational system facilitates the modernization and digitalization of traditional teaching methods. This thesis focuses on the development of an educational interactive application for teaching reinforcement learning, utilizing modern technologies such as React, Spring, and PostgreSQL. The application enables students to better understand the principles of reinforcement learning, particularly the Q-learning algorithm, through simulations and practical examples. With the application, students can set various simulation parameters and observe how an agent learns a path through a maze, contributing to a deeper understanding and practical application of theoretical knowledge.

• Keywords: Podržano učenje; Q-learning; React; Spring; PostgreSQL
• Keywords (english): Reinforcement learning; Q-learning; React; Spring; PostgreSQL
• Language: croatian
• URN:NBN: urn:nbn:hr:168:010574
• Study programme: Title: Computing; Study programme type: university; Study level: undergraduate; Academic / professional title: sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva (sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Open access
• Created on: 2024-10-12 20:51:09