Kai Arulkumaran

Rainbow. Rainbow: Combining Improvements in Deep Reinforcement Learning

grokking-pytorch. The Hitchiker's Guide to PyTorch

imitation-learning. Imitation learning algorithms

dockerfiles. Compilation of Dockerfiles with automated builds enabled on the Docker Registry

Autoencoders. Torch implementations of various types of autoencoders

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

Atari. Persistent advantage learning dueling double DQN for the Arcade Learning Environment

ACER. Actor-critic with experience replay

FGLab. Future Gadget Laboratory

spinning-up-basic. Basic versions of agents from Spinning Up in Deep RL written in PyTorch

FCN-semantic-segmentation. Fully convolutional networks for semantic segmentation

NoisyNet-A3C. Noisy Networks for Exploration

nninit. Weight initialisation schemes for Torch7 neural network modules

rlenvs. Reinforcement learning environments for Torch7

FGMachine. Future Gadget Machine

malmo-challenge. Malmo Collaborative AI Challenge - Team Pig Catcher

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

GUDRL. Generalised UDRL

Dist-A3C. Distributed A3C

EC. Episodic Control

human-level-control. Presentation on Human-Level Control Through Deep Reinforcement Learning

Easy21. Reinforcement Learning Assignment: Easy21

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

SARCOS. ML models trained on the SARCOS dataset

docker-torch-mega. Docker image for Torch with CUDA support + extra Torch libraries

cuda-workshop. CUDA Workshop

IncSFA. Incremental Slow Feature Analysis

bakapunk. A tool for finding similar songs in your music library

mobile-first. Presentation for IC SaaS on Mobile First web development

MCAC. Minimal Criterion Artist Collective

pytorch. Tensors and Dynamic neural networks in Python with strong GPU acceleration

sybilsystem. MATLAB Deep Learning Library

GlassMate. Team Inforaptor's project for IC Hack '14

2d-to-3d-server. Python

VIP-GEAI. Course Info for VIP-GEAI