Department - Author 1
Computer Engineering Department
Degree Name - Author 1
BS in Computer Engineering
Date
6-2017
Primary Advisor
Foaad Khosmood
Abstract/Summary
Recent advances in deep learning and computer vision techniques and algorithms have inspired me to create a model application. The game environment used is Slither.io. The system has no previous understanding of the game and is able to learn its surroundings through feature detection and deep learning. Contrary to other agents, my bot is able to dynamically learn and react to its environment. It operates extremely well in early game, with little enemy encounters. It has difficulty transitioning to middle and late game due to limited training time. I will continue to develop this algorithm.
URL: https://digitalcommons.calpoly.edu/cpesp/224