Imitation learning algorithms

Actor-critic with experience replay

Episodic Control

Generalised UDRL

Minimal Criterion Artist Collective

Rainbow: Combining Improvements in Deep Reinforcement Learning

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

The Hitchiker's Guide to PyTorch

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

ML models trained on the SARCOS dataset

dotfiles

Compilation of Dockerfiles with automated builds enabled on the Docker Registry

Fully convolutional networks for semantic segmentation

Future Gadget Machine

Future Gadget Laboratory

Persistent advantage learning dueling double DQN for the Arcade Learning Environment

Noisy Networks for Exploration

Distributed A3C

Docker image for Torch with CUDA support + extra Torch libraries

Torch implementations of various types of autoencoders

Weight initialisation schemes for Torch7 neural network modules

Malmo Collaborative AI Challenge - Team Pig Catcher

Reinforcement learning environments for Torch7

CUDA Workshop

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

Reinforcement Learning Assignment: Easy21