University of Twente Student Theses


Personal Artificial Intelligence Coach For ‘League Of Legends’

Park, Sanghyeop (2023) Personal Artificial Intelligence Coach For ‘League Of Legends’.

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Abstract:Personal AI Coach(PAIC) is a decision support system and artificial intelligence that is designed for people to create better decisions and performances. A PAIC learns how players performed in the past and obtain their game data to compare it with current data to suggest feedback to the user to increase their performance. This research focuses on how PAIC supports casual and inexperienced players to rank up in “League of Legends(LOL)” by using game data. The primary focuses are “What is the impact of Personal Artificial Intelligence Coach for casual/inexperienced users in League of Legends?”, “Which factors from past/current game data increase win probability?”, “What are the winning factors in 3 different phases?” and “What feedback/advises are required to improve players’ performance before/during/after the game?”. The implemented system uses a machine learning algorithm to let users obtain knowledge of winning factors. It is verified by usability and system testing to increase its reliability and usability. The web-based user interface allows potential users to access the system easily. This paper establishes the main foundation for the creation of an efficient PAIC to deepen the ability of inexperienced players in LoL.
Item Type:Essay (Bachelor)
Faculty:EEMCS: Electrical Engineering, Mathematics and Computer Science
Subject:54 computer science
Programme:Computer Science BSc (56964)
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