jfpettit's Projects
Make your RL environments harder!
RL
Simple code to break a pretrained Atari-playing PPO agent.
OpenAI Gym cartpole swingup envs
Open-source code for paper CDT: Cascading Decision Trees for Explainable Reinforcement Learning
Code performs global alignment of two sequences of DNA using Needleman-Wunsch Algorithm
Random assorted python code from small experiments and blog posts.
The fast.ai deep learning library, lessons, and tutorials
Modular Reinforcement Learning in PyTorch.
A toolkit for developing and comparing reinforcement learning algorithms.
An OpenAI gym environment made for RL
An OpenAI Gym environment for training RL agents to play various flavors of the Snake game.
My first repository.
Personal repository
Personal website
Helpful pieces of RL algorithms.
Lilian's Blog
Implementations of common NN types to reduce code rewriting between projects.
This repository will contain my machine learning projects and details about each one.
MineRL Competition for Sample Efficient Reinforcement Learning - Python Package
My personal website.
PFRL: a PyTorch-based deep reinforcement learning library
This repository contains a short, simple code for a Convolutional Neural Network on the MNIST dataset in Pytorch.
TensorFlow implementations of some reinforcement learning algorithms.
Nuts and bolts for deep Rl algorithms.
RLStructures is a library to facilitate the implementation of new reinforcement learning algorithms. It includes a library, a tutorial, and different RL algorithms provided as examples.
A repository from my Senior Practicum project during my Bachelor's degree.
An in-progress nethack variant based on version 3.7. An attempt to build a "kitchen sink" style variant that is easy to pick up and play.
Reinforcement Learning framework for easy experimentation
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent