Discover simoninithomas/MLAgents-Tanks Open Source project

A curated list of awesome AI tools for game developers

3,681

awesome-ai-tools-for-game-dev

312

CatDCGAN

A DCGAN that generate Cat pictures 🐱‍💻

Learn to create agents in Unity ML using Deep Reinforcement Learning with Tensorflow.

201

unity_ml_agents_course

the_mayan_adventure

The Mayan Adventure is an open-source reinforcement learning environment for Unity ML-Agents. In this environment, you train your agent (Indie) to find the golden statue in this dangerous environment full of traps.

ShaderLab

jammo_the_robot

Time-series-prediction-and-text-generation

Built RNNs that can generate sequences based on input data - with a focus on two applications: used real market data in order to predict future Apple stock prices using an RNN model. The second one will be trained on Sir Arthur Conan Doyle's classic novel Sherlock Holmes and generates wacky sentences based on it that may - or may not - become the next great Sherlock Holmes novel.

A CNN that make facial keypoint detection and real time filtering

AI_NANODEGREE-Computer-Vision-Capstone-Project-Facial-Keypoint-Detection-and-Real-time-Filtering

A multi-agent environment using Unity ML-Agents Toolkit

ml-agents-snowball-fight

Baselines_icm

[Work in Progress] ICM plugin for OpenAI Baselines

A simple cifar-10 classifier with PyTorch

cifar-10-classifier-pytorch

Convolutional Neural Network that recognizes dog breeds

Dog-Breed-Classifier

This is a crawler made with Scrapy.py to crawl french news articles and send them in your Parse.com backend

News-Crawler-Parse-Backend

Python

Test_doom_dqn

Python

deep_q_learning

A DQL implementation with keras

A Style Transfer agent that applies La Joconde's style to any picture [PROTOTYPE]

style-transfer-pytorch

Some GAN (Generative Adversarial Networks) implementations to generate MNIST images

squad_v1.1_for_question_generation

Python

GAN_implementations

A Policy Gradient Learning with CartPole-v0 for Siraj Raval's challenge

Policy_gradients_CartPole

A Generative Adversarial Network that generate human faces

DLFN_Face_generator

This version is for educational purposes only. The goal is to learn to create android applications with network. I create this app with the help of the excellent course : Udacity Android basics : networking

NewsSwipe

First version of NewsSwipe website december 2015

NewsSwipeWebsiteV1.0

CSS

deep-rl-course

LittleCoffeeShop

Little Coffee Shop is an app that helps you to order in a coffee shop called "Little Coffee Shop".

An RNN that generates new scripts for the Simpsons' tv show

DLFN_Generate_The_Simpsons_Scripts

A series of YOLO experimentations using DarkFlow

Where_is_my_cat

DGAN-Implementations

Some DGAN (Deep Generative Adversarial Networks) implementations to generate human faces

Website for a fake project : Playbot a bot that proposes games based on user tastes

PlayBot_BackEnd

Playbot API in NodeJS

JavaScript

PlayBot_website

First version on my personal website

sonictest

simonini_thomas_website

CSS

Policy-Gradient-Doom--

Policy Gradient based agent that tries to survive in an hostile environement by collecting health.

A Seq-to-seq model that translates English to French

simonini_thomas_website_new

My new personal website

JavaScript

DLFN_Language_Translation

Android app to learn some basic Japanese vocabulary. Created with the help of the Udacity's course : Android basics, Multiscreen apps

NihongoHanasuKotoGaDekimasu

This Machine Learning model helps us to predict of houses prices in Philadelphia region based on crime rate.

SimpleLinearRegression_PhiladelphiaRateCrime_HousePricePrediction

Deep Learning Foundations Nanodegree. Udacity Project 1: Your first neural network

DLFN_First_neural_network

NewsAppRV is a demo app made as an example for the article RecyclerView made easy.

NewsAppRV

An Android App that displays stock prices

tanks

StockHawk

PlayBot is an AI that propose games based on user tastes

PlayBot

JavaScript

MoviesHuntNano

Movies Hunt is an Android app that helps user to find the next movie to watch.