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Certificate of Completion
THIS ACKNOWLEDGES THAT
HAS COMPLETED THE MAY-SUMMER 2024 DATA SCIENCE BOOT CAMP
Mary Collins
Roman Holowinsky, PhD
JUNE 10, 2024
DIRECTOR
DATE
TEAM
pokemon battle AI
Izabella Freitas, Guoqing Zhang, Tianyu Zhu, Hongyi Shen, Mary Collins
We aim to create a model that can predict the likely winners of competitive Pokémon Video Game Championships (VGC) battles, utilizing replay records from Pokémon Showdown!, a popular online battle simulator. This format is a highly competitive, ‘doubles battle’ where each player selects four out of six Pokémon to battle against their opponent, with two Pokémon active for each player at a time. By reconstructing these replay records into text files, we can extract turn-by-turn information from over 10,000+ battles and curate a database to train our model.
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