Will Knipe's repositories

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LeetcodeBot

A customizable Discord bot offering daily LeetCode challenges, performance tracking, and interactive leaderboard/progress visuals.

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Chatmosphere

A feature-rich web application leveraging AI to facilitate one-on-one conversations around specific topics, offering unique features such as topical matching and AI chat capabilities.

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lexa

Discovering and Achieving Goals via World Models, NeurIPS 2021

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pydreamer

PyTorch implementation of DreamerV2 model-based RL algorithm

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ConnectFourAB

PyTorch implementation of a Connect Four bot that uses minimax tree search with alpha-beta pruning and a learnable value function for evaluating terminal nodes.

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RLBoard

Visualizes qualitative behavior of RL agents during training by creating a gif of episode trajectories starting from user-configurable starting states

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AccessibleRL

PyTorch implementation details of some of the most fundamental Deep RL algorithms

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DaoistArt

Daoist art exhibition website built with React

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dcd

Implementations of robust Dual Curriculum Design (DCD) algorithms for unsupervised environment design.

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pix2pixelart

A generative art project that patchifies images and uses SiameseGAN to turn images into pixel art

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lighthouse-ci

Learning Google's Lighthouse CI from scratch with a minimal template web app (quickstart)

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moving_images

Turn static images to art pieces with dynamic textures

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Deep-Reinforcement-Learning-Algorithms-with-PyTorch

PyTorch implementations of deep reinforcement learning algorithms and environments

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TechWritingWebsite

Use this tool to discover how different discourse communities in your life have contributed to your arrival in this space, virtual and actual, and consider how they might also contribute to where you might be going.

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spinningup

An educational resource to help anyone learn deep reinforcement learning.

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