Implementation based on DeepMind's paper: Neural Episodic Control using tensorflow.

A TensorFlow implementation of DeepMind's WaveNet paper

Implementation of something related to Neural Episodic Control in Tensorflow.

Tensorflow Implementation of PathNet: Evolution Channels Gradient Descent in Super Neural Networks

Tensorflow Implementation of Relation Networks for the bAbI QA Task, detailed in "A Simple Neural Network Module for Relational Reasoning," [https://arxiv.org/abs/1706.01427] by Santoro et. al.

Asynchronous Method for Deep Reinforcement Learning

Deep Learning track / hackdays

SCAN: Learning Abstract Hierarchical Compositional Visual Concepts

Get started with Machine Learning in TensorFlow with a selection of good reads and implemented examples!

Starcraft II AI

Implementing reinforcement-learning algorithms for pysc2 -environment

A simplified version of Shogi with the AI is trained by alpha-zero-type training method

An Implementation of the AlphaZero Paper

Population Based Training (in PyTorch with sqlite3). Status: Unsupported

This's an implementation of deepmind Visual Interaction Networks paper using pytorch

Deepmind Recurrent Environment Simulators paper implementation in tensorflow

TensorFlow implementation of the two 1-step methods from "Asynchronous Deep Reinforcement Learning Methods" by Mnih et. al., 2016 for OpenAIs Gym-environment.

AlphaZero implementation for Othello, Connect-Four and Tic-Tac-Toe based on "Mastering the game of Go without human knowledge" and "Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm" by DeepMind.

An implementation of the Differential Neural Computer (DNC) in TensorFlow

Unofficial Implementation of Google Deepmind's paper `Objects that Sound`