Kai Arulkumaran (Kaixhin)

Kaixhin

Geek Repo

Company:@arayabrain

Home Page:http://kaixhin.com

Twitter:@kaixhin

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Organizations
arayabrain
ImperialCollegeLondon
inensu
mlss-2019
Tanaka-Group

Kai Arulkumaran's repositories

Rainbow

Rainbow: Combining Improvements in Deep Reinforcement Learning

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grokking-pytorch

The Hitchiker's Guide to PyTorch

dockerfiles

Compilation of Dockerfiles with automated builds enabled on the Docker Registry

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Autoencoders

Torch implementations of various types of autoencoders

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imitation-learning

Imitation learning algorithms

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PlaNet

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

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Atari

Persistent advantage learning dueling double DQN for the Arcade Learning Environment

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ACER

Actor-critic with experience replay

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FGLab

Future Gadget Laboratory

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spinning-up-basic

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

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FCN-semantic-segmentation

Fully convolutional networks for semantic segmentation

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NoisyNet-A3C

Noisy Networks for Exploration

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nninit

Weight initialisation schemes for Torch7 neural network modules

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rlenvs

Reinforcement learning environments for Torch7

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FGMachine

Future Gadget Machine

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malmo-challenge

Malmo Collaborative AI Challenge - Team Pig Catcher

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torch-pastalog

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

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GUDRL

Generalised UDRL

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Dist-A3C

Distributed A3C

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EC

Episodic Control

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Easy21

Reinforcement Learning Assignment: Easy21

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docker-torch-mega

Docker image for Torch with CUDA support + extra Torch libraries

cuda-workshop

CUDA Workshop

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SARCOS

ML models trained on the SARCOS dataset

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IncSFA

Incremental Slow Feature Analysis

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MCAC

Minimal Criterion Artist Collective

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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dotfiles

dotfiles

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VIP-GEAI

Course Info for VIP-GEAI

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