Kai Arulkumaran

Rainbow: Combining Improvements in Deep Reinforcement Learning

The Hitchiker's Guide to PyTorch

Imitation learning algorithms

Compilation of Dockerfiles with automated builds enabled on the Docker Registry

Torch implementations of various types of autoencoders

Deep Planning Network: Control from pixels by latent planning with learned dynamics

Persistent advantage learning dueling double DQN for the Arcade Learning Environment

Actor-critic with experience replay

Future Gadget Laboratory

Basic versions of agents from Spinning Up in Deep RL written in PyTorch

Fully convolutional networks for semantic segmentation

Noisy Networks for Exploration

Weight initialisation schemes for Torch7 neural network modules

Reinforcement learning environments for Torch7

Future Gadget Machine

Malmo Collaborative AI Challenge - Team Pig Catcher

A Torch interface for pastalog - simple, realtime visualization of neural network training performance

Generalised UDRL

Distributed A3C

Episodic Control

Presentation on Human-Level Control Through Deep Reinforcement Learning

Reinforcement Learning Assignment: Easy21

ML models trained on the SARCOS dataset

Presentation on End-to-End Training of Deep Visuomotor Policies

Docker image for Torch with CUDA support + extra Torch libraries

CUDA Workshop

Incremental Slow Feature Analysis

Presentation for IC SaaS on Mobile First web development

Minimal Criterion Artist Collective

A tool for finding similar songs in your music library

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Team Inforaptor's project for IC Hack '14

Course Info for VIP-GEAI

Tensors and Dynamic neural networks in Python with strong GPU acceleration

MATLAB Deep Learning Library

dotfiles

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Presentation for BICV on Git

A CoffeeScript data structure and algorithm library

A simple Node.js script that converts ｚｅｎｋａｋｕ to hankaku