A library for neuroscience-inspired navigation and decision making research.

A basic PyTorch implementation of 'Denoising Diffusion Probabilistic Models'

A simple PyTorch implementation of the ideas presented in the paper Interaction Grounded Learning (IGL) from Xie et al., 2021.

Contains Jupyter notebooks associated with the "Deep Reinforcement Learning Tutorial" tutorial given at the O'Reilly 2017 NYC AI Conference.

Tutorials on learning and using successor representations.

Reinforcement Learning with Goals

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

An implementation of Pix2Pix in Tensorflow for use with frames from films

A collection of deep learning tutorials using Tensorflow and Python

Convolutional and recurrent deep neural networks for text sentiment analysis.

Implementation of Meta-RL A3C algorithm

A convolutional neural network that classifies sounds

Web-based Reinforcement Learning Control Center

A deep learning model for creating video sequences

Sound visualization app for musicians and music fans.

Slides used in Cognitive Psychology course taught during summer 2015 at the University of Oregon

A Unity project for visualizing t-SNE data in 3D.