flyers

ELF

An End-To-End, Lightweight and Flexible Platform for Game Research

apollo

An open autonomous driving platform

snn4hrl

Stochastic Neural Networks for Hierarchical Reinforcement Learning

MXNet-for-CDL

Official MXNet code for 'Collaborative Deep Learning for Recommender Systems' - SIGKDD

DirectFuturePrediction

Code for the paper "Learning to Act by Predicting the Future", Alexey Dosovitskiy and Vladlen Koltun, ICLR 2017

GA3C

Hybrid CPU/GPU implementation of the A3C algorithm for deep reinforcement learning.

ICML2017_arXiv

ICML 2017 accepted papers on arXiv.org

ActorMimic

Train an RL agent to play multiple Atari games at once

SLADE

It's a Doom editor

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

noreward-rl

[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning

roboschool

DEPRECATED: Open-source software for robot simulation, integrated with OpenAI Gym.

dnc

A TensorFlow implementation of the Differentiable Neural Computer.

Deformable-ConvNets

Deformable Convolutional Networks

Paper-Implementations

Use PyTorch to implement some classic frameworks

drone-tracking

DTB70 -- A Drone Tracking Benchmark

flownet2

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

unsupervised-video

[CVPR 2017] Unsupervised deep learning using unlabelled videos on the web

caffe2

Caffe2 is a lightweight, modular, and scalable deep learning framework.

gps

Guided Policy Search

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

DeepLearningZeroToAll

TensorFlow Basic Tutorial Labs

MARL-Papers

Paper list of multi-agent reinforcement learning (MARL)

rllabplusplus

unreal

Reinforcement learning with unsupervised auxiliary tasks

tracker_benchmark

AirSim

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

minpy

NumPy interface with mixed backend execution

benchmark_results

Visual Tracking Paper List

tinyflow

Tutorial code on how to build your own Deep Learning System in 2k Lines