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1. VAE-Preference-Learning VAE-Preference-Learning Public

   In this work I create a variational auto-encoder to create trajectory query pairs for active preference learning of terrain costs for robot navigation.

   Python 2

2. PixelMon PixelMon Public

   In this project I explore various deep learning models for image generation. Check out my blog post!

   Python 2

3. Vibrant-Image-Colorization Vibrant-Image-Colorization Public

   Introduces a new loss function for image colorization that prioritizes saturation over hue in an effort to decrease the effect of ambiguity and to produce vibrant and colorful images.

   Python 1

4. lightread lightread Public

   LightRead is a Chrome extension that lets you highlight any text on a webpage and instantly generate a smart, readable summary — right where you're reading. Perfect for students, researchers, and c…

   JavaScript

5. Multi-Agent-Escape-Room Multi-Agent-Escape-Room Public

   Learning to Cooperate: A Multi-Agent Reinforcement Learning Escape Room with Sparse Rewards

   2

6. Creamy-Classifier Creamy-Classifier Public

   This project sought to find an accurate sentiment analysis model for Ben & Jerry's ice cream reviews using machine learning classification. I created a dynamic web based platform to accept new revi…

   HTML 1