Dota2 pre-game prediction

• Main Author: Wu, Hao
• Other Authors: Tang Xueyan
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/138655
• Institution: Nanyang Technological University

Dota2 is a very popular Multiplayer Online Battle Arena (MOBA) game. This project aimed to use only Dota2 pre-game data, which is essentially the hero draft picked by the two teams, to predict the game result and the game duration using Deep Learning. Dota2 match data were collected through a third-...