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54 search results found

Tensorflow Wavenet ⭐ 5,362

A TensorFlow implementation of DeepMind's WaveNet paper

Minigo ⭐ 3,229

An open-source implementation of the AlphaGoZero algorithm

Tacotron 2 ⭐ 2,167

DeepMind's Tacotron-2 Tensorflow implementation

Chess Alpha Zero ⭐ 1,666

Chess reinforcement learning by AlphaGo Zero methods.

Machine_learning_study_path ⭐ 626

机器学习过程中所看的书，视频和源码

A Comprehensive Reinforcement Learning Zoo for Simple Usage 🚀

Reaver: Modular Deep Reinforcement Learning Framework. Focused on StarCraft II. Supports Gym, Atari, and MuJoCo.

Conditional Pixelcnn Decoder ⭐ 470

Tensorflow implementation of Gated Conditional Pixel Convolutional Neural Network

Reinforcement learning with unsupervised auxiliary tasks

Deep Learning ⭐ 333

深度学习/人工智能/机器学习资料汇总(Deep Learning/Artificial Intelligent/Machine Learning) 持续更新……

Alphagozero Python Tensorflow ⭐ 330

Congratulation to DeepMind! This is a reengineering implementation (on behalf of many other git repo in /support/) of DeepMind's Oct19th publication: [Mastering the Game of Go without Human Knowledge]. The supervised learning approach is more practical for individuals. (This repository has single purpose of education only)

Attentive Reader Tensorflow ⭐ 187

Alphastar_implementation ⭐ 168

This project is implementation code of AlphaStar

Game Ai ⭐ 140

Game AI for Machine Learning for Hackers #3

Visual Interaction Networks_tensorflow ⭐ 132

Tensorflow Implementation of Visual Interaction Networks

Tensorflow Wavenet ⭐ 132

speech recognition based on tensorflow 1.0.0

Mzutils ⭐ 109

Mac Graph ⭐ 105

The MacGraph network. An attempt to get MACnets running on graph knowledge

Pathnet ⭐ 102

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

Pysc2 Rl Agents ⭐ 99

StarCraft II / PySC2 Deep Reinforcement Learning Agents (A2C)

Dqn Atari ⭐ 89

A TensorFlow based implementation of the DeepMind Atari playing "Deep Q Learning" agent that works reasonably well

Sc2aibot ⭐ 84

Implementing reinforcement-learning algorithms for pysc2 -environment

Connect4 Alpha Zero ⭐ 83

Connect4 reinforcement learning by AlphaGo Zero methods.

Recurrent Environment Simulators ⭐ 73

Deepmind Recurrent Environment Simulators paper implementation in tensorflow

SCAN: Learning Abstract Hierarchical Compositional Visual Concepts

Alpha Zero ⭐ 45

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.

Ml In Tf ⭐ 45

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

Relation Network ⭐ 43

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.

Scan Tensorflow ⭐ 38

A Tensorflow implementation of DeepMind's Symbol-Concept Association Network(SCAN: Learning Abstract Hierarchical Compositional Visual Concepts)

The Tensorflow code and a DeepMind Lab wrapper for my article "Meta-Reinforcement Learning" on FloydHub.

Alphafold_pytorch ⭐ 31

An implementation of the DeepMind's AlphaFold based on PyTorch for research

Pytorch Rl Cpp ⭐ 31

A Repository with C++ implementations of Reinforcement Learning Algorithms (Pytorch)

Two Step Task ⭐ 28

Implementation of the two-step-task as described in "Prefrontal cortex as a meta-reinforcement learning system" and "Learning to Reinforcement Learn".

Differentiable Neural Computer in TensorFlow

Sc2atari ⭐ 18

Convert sc2 environment to gym-atari and play some mini-games

Convdraw ⭐ 17

DeepMind’s ConvDRAW: “Towards Conceptual Compression” (NIPS 2016) with TensorFlow.

Wavenet Stt ⭐ 17

An end-to-end speech recognition system with Wavenet. Built using C++ and python.

Pysc2 Tutorial ⭐ 14

Example code for PySC2

Study_path_dat ⭐ 13

大数据方向学习路线参考资料

Wavenet Demo ⭐ 11

A TensorFlow implementation for Chinese speech recognition based on DeepMind's WaveNet

Implementation for ACER in tensorflow and sonnet by deepmind

Grid Cells ⭐ 10

Implementation of Vector Based Navigation using Grid-like cells using Tensorflow and Numpy

Reasoning About Entailment Tensorflow ⭐ 9

🏫 Tensorflow implementation of "Reasoning About Entailment with Neural Attention"

Relation Networks Tensorflow ⭐ 9

WIP) A TensorFlow implementation of DeepMind's Relation Networks (https://arxiv.org/abs/1706.01427)

Edram Tensorflow ⭐ 8

Implementation about EDRAM by tensorflow

Deeplearning ⭐ 8

Deep Learning track / hackdays

Multi Process Unreal ⭐ 7

Multi-processing implementation of "Reinforcement Learning with Unsupervised Auxiliary Tasks"(UNREAL) with tensorflow

Nec_tensorflow ⭐ 6

Custom implementation of Deepmind's Neural Episodic Control.

This repository contains a python implementation of a Deep Q-Network (DQN) for Atari gameplay using tensorflow.

Asynchronous_1step ⭐ 5

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

Articlelist ⭐ 5

article collections for some topics about machine learning/deep learning

Reinforcement_learning_collections ⭐ 5

A collection of deep reinforcement learning algorithm implementations

Tacotron 2 ⭐ 5

Tensorflow implementation of DeepMind's Tacotron-2 (without wavenet)

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