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

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……

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

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

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)

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

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

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

PyTorch Implementation of Generative Query Network

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

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

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

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

Deepmind Recurrent Environment Simulators paper implementation in tensorflow

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

OpenAI Gym wrapper for the DeepMind Control Suite

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.

SCAN: Learning Abstract Hierarchical Compositional Visual Concepts

A simple implementation of MuZero algorithm for connect4 game

Scalable distributed reinforcement learning agents on kubernetes

Reproducing MuJoCo benchmarks in a modern, commercial game /physics engine (Unity + PhysX).