Infinite Magical Duel. A Shoot ' em up video game with Neural Networks
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Show full item recordcomunitat-uji-handle:10234/158176
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comunitat-uji-handle3:10234/169451
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Title
Infinite Magical Duel. A Shoot ' em up video game with Neural NetworksAuthor (s)
Tutor/Supervisor; University.Department
Barreda Vayà, Maria; Universitat Jaume I. Departament d'Enginyeria i Ciència dels ComputadorsDate
2019-07Publisher
Universitat Jaume IAbstract
This document contains the project report for the Final Project of the Video Game
Design and Development Degree. This project consists in the implementation of a
Shoot ‘em up video game for PCs in which the player ... [+]
This document contains the project report for the Final Project of the Video Game
Design and Development Degree. This project consists in the implementation of a
Shoot ‘em up video game for PCs in which the player will compete with the machine.
Each one will fight against a series of waves of enemies with pre-established patterns
and will launch a series of penalties to the opponent until one of the two is defeated.
The behaviour of the machine will be controlled using artificial intelligence (AI).
Concretely, we will use neural networks to train the machine to obtain a clever
opponent. The neural network will be developed through Machine Learning (ML)
agents of Unity and using Reinforcement Learning techniques. [-]
Subject
Description
Treball final de Grau en Disseny i Desenvolupament de Videojocs. Codi: VJ1241. Curs acadèmic: 2018/2019
Type
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