Yesterday, I finished my first ever NeurIPS conference. It was a great experience, as I got to present some of my recent work and get feedback, meet friends from around the country, learn about awesome research in many fields, and...
Read moreIn this post, I'll give a step-by-step tutorial on how to get started running Deep Learning code using Pytorch, Tensorflow, and JupyterLab on the GPUs available in the WashU RIS cluster. Getting Access First, you will need to get access...
Read moreYou can jump straight to the interactive visualization here. Details on how I implemented this project is available in the Github repo. Growing up, whenever my family used to take airplanes, I was always drawn to the airline route...
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When a new student is starting their journey into the field of computer science, it can be hard to figure out which topics to learn first. In this post, I will give my opinionated review on what every computer science Read more…
Over the last few months, I’ve been working on a research project to develop personalized training tools for chess players. For this post, I’m just going to describe Maia, the framework developed last year which all of our code and Read more…
Summary For this project, I analyzed methods to model the aleatoric and epistemic uncertainty of a neural network model for predicting the amount of time that a human player will use for a given move in a chess position. Dataset Read more…
Summary For this project, I am comparing the abilities of Bayesian and non-Bayesian neural networks as a predictor for how much time a chess player will use to make their move in a certain chess position, taking into account the Read more…
Problem During a chess game, players are constantly making decisions and evaluating the current state to increase their odds of winning. The process of analyzing positions is a problem that AI has already achieved superhuman performance on, and the use Read more…
Introduction In my AI class this semester, we have a 3-part course project based on the Berkeley CS118 Pacman Project. The first part of this project was due last week, and we were asked to implement some straightforward search algorithms Read more…
In my last two posts, I gave brief overviews to two of the more established paradigms for chess engines, represented by Stockfish and AlphaZero. In this post, I will go over the latest engine on the block – Stockfish NNUE. Read more…