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Physical Sciences and Mathematics Commons

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Full-Text Articles in Physical Sciences and Mathematics

Ai For Classic Video Games Using Reinforcement Learning, Shivika Sodhi May 2017

Ai For Classic Video Games Using Reinforcement Learning, Shivika Sodhi

Master's Projects

Deep reinforcement learning is a technique to teach machines tasks based on trial and error experiences in the way humans learn. In this paper, some preliminary research is done to understand how reinforcement learning and deep learning techniques can be combined to train an agent to play Archon, a classic video game. We compare two methods to estimate a Q function, the function used to compute the best action to take at each point in the game. In the first approach, we used a Q table to store the states and weights of the corresponding actions. In our experiments, this …


Mmorpgs And Their Effect On Players, Udit Manocha May 2017

Mmorpgs And Their Effect On Players, Udit Manocha

ART 108: Introduction to Games Studies

The purpose of this essay is to explore the popularity and effects of video games in the MMORPG genre. Games and play have been a part of human culture for an exceptionally long time, and in the recent decades video games have a become a large medium to continue this. Studying how video games, such as MMORPGs, can be used in order to advance life skills is important to understand the future of human development. By researching other studies done on various topics of related to MMORPG, I developed the idea that this genre of video games could be very …


Glhf: A Brief Overview Of Gaming Cafes, John Sun May 2017

Glhf: A Brief Overview Of Gaming Cafes, John Sun

ART 108: Introduction to Games Studies

My paper is on the history of internet and gaming cafes, focusing on how they are seen today, the problems they face and some potential solutions. Although my focus is on gaming cafes in America, because they are so popular overseas in Asian countries (such as South Korea, China, and Japan), they inevitably come up more often in my paper and presentation.