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Neural agents learn to play in an agario-like environment with Neataptic
A 2D Unity simulation in which cars learn to navigate themselves through different courses. The cars are steered by a feedforward neural network. The weights of the network are trained using a modified genetic algorithm.
Chess reinforcement learning by AlphaGo Zero methods.
SFI Complex System Summer School project
Santa Fe CSSS18 Group Project on Converstation Dynamics
This is an evolutionary game where the brains of critters get smarter over time. The critters live, mate, eat, hunt, scavenge, sleep, and die.
Rapid hyperparameter discovery for neural nets using genetic algorithms
Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog
Digital Organism Simulation Environment (DOSE)
Starter code for Evolution Strategies
Evolutionary Algorithm using Python
A fast Evolution Strategy implementation in Python
CNN architecture exploration using Genetic Algorithm
source code from the book Genetic Algorithms with Python by Clinton Sheppard
A toolkit for developing and comparing reinforcement learning algorithms.
An OpenAI Gym interface to Super Mario Bros. & Super Mario Bros. 2 (Lost Levels) on The NES
Convolutional deep neural network with biology-inspired learning rule (Hebbian and reward-based learning)
Pytorch implementation of Bottom-up Deep Learning using the Hebbian Principle (Wadhwa & Madhow)
An analysis of different intelligent control techniques (evolutionary alg., reinf. learn., neural networks) applied to robotic manipulators.
Implementations of model-based Inverse Reinforcement Learning (IRL) algorithms in python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL
Unity Machine Learning Agents Toolkit
Get started with Machine Learning in TensorFlow with a selection of good reads and implemented examples!
Models and examples built with TensorFlow
Repository for competitive multi-agent environments
:rocket: Blazing fast neuro-evolution & backpropagation for the browser and Node.js
Evolving a neural network with a genetic algorithm.
Python Evolutionary Algorithms. Contains implementations of NEAT and HyperNEAT.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.