deepmind

StarCraft II Learning Environment

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

StarCraft II - pysc2 Deep Reinforcement Learning Examples

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

Tensorflow implementation of Gated Conditional Pixel Convolutional Neural Network

Spriteworld: a flexible, configurable python-based reinforcement learning environment

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……

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)

Generative Query Network (GQN) in PyTorch as described in "Neural Scene Representation and Rendering"

NFNets and Adaptive Gradient Clipping for SGD implemented in PyTorch. Find explanation at tourdeml.github.io/blog/

Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch

An implementation of DeepMind's Relational Recurrent Neural Networks in PyTorch.

Multi-object image datasets with ground-truth segmentation masks and generative factors.

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

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

Tensorflow Implementation of Visual Interaction Networks

🎮 Advanced Deep Learning and Reinforcement Learning at UCL & DeepMind | YouTube videos 👉

PyTorch Implementation of Generative Query Network

OpenAI Gym wrapper for the DeepMind Control Suite

Startcraft II Machine Learning research with DeepMind pysc2 python library .mini-games and agents.

Pre-trained NFNets with 99% of the accuracy of the official paper "High-Performance Large-Scale Image Recognition Without Normalization".

Basic pytorch implementation of NAC/NALU from Neural Arithmetic Logic Units paper by trask et.al

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

Allie: A UCI compliant chess engine

Implementing reinforcement-learning algorithms for pysc2 -environment

A simple implementation of MuZero algorithm for connect4 game

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

Deepmind Recurrent Environment Simulators paper implementation in tensorflow

Elastic weight consolidation technique for incremental learning.

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.