Kaixhin

Kai Arulkumaran's repositories

Rainbow

Rainbow: Combining Improvements in Deep Reinforcement Learning

Language:PythonMIT1617 40 70

grokking-pytorch

The Hitchiker's Guide to PyTorch

MIT1198 28 2

imitation-learning

Imitation learning algorithms

Language:PythonMIT511 11 5

dockerfiles

Compilation of Dockerfiles with automated builds enabled on the Docker Registry

Language:DockerfileMIT503 31 42

Autoencoders

Torch implementations of various types of autoencoders

Language:LuaMIT475 18 10

PlaNet

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

Language:PythonMIT370 12 26

Atari

Persistent advantage learning dueling double DQN for the Arcade Learning Environment

Language:LuaMIT263 28 39

ACER

Actor-critic with experience replay

Language:PythonMIT252 12 13

FGLab

Future Gadget Laboratory

Language:HTMLMIT223 14 25

spinning-up-basic

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

Language:PythonMIT200 8 2

FCN-semantic-segmentation

Fully convolutional networks for semantic segmentation

Language:PythonMIT189 6 12

NoisyNet-A3C

Noisy Networks for Exploration

Language:PythonMIT186 9 6

nninit

Weight initialisation schemes for Torch7 neural network modules

Language:LuaMIT100 11 8

rlenvs

Reinforcement learning environments for Torch7

Language:LuaMIT91 9 7

FGMachine

Future Gadget Machine

Language:JavaScriptMIT69 6 15

malmo-challenge

Malmo Collaborative AI Challenge - Team Pig Catcher

Language:PythonMIT65 50

torch-pastalog

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

Language:LuaMIT45 3 2

GUDRL

Generalised UDRL

Language:PythonMIT37 30

Dist-A3C

Distributed A3C

Language:PythonMIT34 70

EC

Episodic Control

Language:PythonMIT19 4 1

Easy21

Reinforcement Learning Assignment: Easy21

Language:LuaMIT12 4 1

SARCOS

ML models trained on the SARCOS dataset

Language:PythonMIT8 5 1

docker-torch-mega

Docker image for Torch with CUDA support + extra Torch libraries

MIT7 3 1

cuda-workshop

CUDA Workshop

Language:Cuda6 30

2d-to-3d-server

Language:PythonMIT1 20

MCAC

Minimal Criterion Artist Collective

Language:PythonMIT1 30

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Language:PythonNOASSERTION1 20

VIP-GEAI

Course Info for VIP-GEAI

Language:Jupyter Notebook1 10

craft-env

Language:Python030

dotfiles

Language:Vim scriptMIT030