Shadowwp

Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

carla

Open-source simulator for autonomous driving research.

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pysc2

StarCraft II Learning Environment

unrealcv

UnrealCV: Connecting Computer Vision to Unreal Engine

s2client-api

StarCraft II Client - C++ library supported on Windows, Linux and Mac designed for building scripted bots and research using the SC2API.

TorchCraft

Connecting Torch to StarCraft

TensorFlow-Unreal

TensorFlow plugin for the Unreal Engine.

commandcenter

Starcraft AI Bot

pyrobolearn

PyRoboLearn: a Python framework for Robot Learning

UETorch

A Torch plugin for Unreal Engine 4.

Persimmon

A visual dataflow programming language for sklearn

TensorFlow-Unreal-Examples

Drag and drop Unreal Engine TensorFlow examples repository.

Neural-Localization

Train an RL agent to localize actively (PyTorch)

MachineLearningRemote-Unreal

Machine Learning plugin for the Unreal Engine, encapsulating calls to remote python servers running e.g. Tensorflow/Pytorch.

unrealrox

therobotrix

UE4NN

Genetic algorithms neural network based on UE4's blueprints

DRLwithTL

Python code for Deep Reinforcement Learning with Transfer Learning in a Simulated Environment

MachinaPlays

An Unreal Engine 4 Machine Learning Project. The default project is a ANN classifying poker hands. Although, there might be future machine learning things.

UrsoNet

🚀 A neural network for monocular spacecraft 6D pose estimation: 3rd place solution of the European Space Agency’s pose estimation challenge

PCGML-Game-Mechanics

Master thesis: "Using Procedural Content Generation via Machine Learning as a Game Mechanic" with a prototype in Unreal Engine 4.22.

RL4NPCs

researchdoom-chocolate

ResearchDoom fork of the Chocolate Doom engine.

researchdoom

HSE_AI_Labs

Repository for HSE AI class labs

UE4_Intel_RealSense_Hand_Tracking

A Unreal Engine 4 project that integrates Intel Realsense (librealsense) for basic hand tracking

episodic-control-pong-game

Model-Free Episodic Control algorithm written in C++ and tested in Unreal Engine 4 in Pong Game

CPS-Book-Chapter

SAT-Rx

Regularizers for Single-step Adversarial training