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Evolution - Learning Creatures

Name: Evolution - Learning Creatures
Availability: InStock
Rating: 4.5 (1000 reviews)

Design custom creatures with muscles and joints, then watch them learn to walk, climb, and fly using real neural networks and evolutionary algorithms in this deep technical simulation.

Education ›Science & Technology ›

Key Figures

Downloads

244K+

User Rating

4.5/5

Total Ratings

1K+

Publisher

Keiwan Donyagard

Master the Art of Artificial Evolution

Design custom creatures and witness the power of neural networks as they teach themselves to move, jump, and fly in a physics-based sandbox.

Biological Engineering

Use bones, joints, and muscles to build unique organisms limited only by your imagination and the laws of physics.

Autonomous Neural Learning

Watch your creations evolve. Using evolutionary algorithms, creatures refine their movements to master complex tasks on their own.

The following screenshots and description are sourced directly from the app's official store listing and are the property of the app developer.

App Store

Screenshots

Evolution - Learning Creatures - A screen from the Evolution - Learning Creatures app showing the editor where a user builds a creature with bones and muscles. — A screen from the Evolution - Learning Creatures app showing the editor where a user builds a creature with bones and muscles.

Evolution - Learning Creatures - A physics based creature made of joints and muscles learning to move in an evolutionary neural network simulation — A physics based creature made of joints and muscles learning to move in an evolutionary neural network simulation

Evolution - Learning Creatures - Neural network configuration interface showing a visual diagram of layers and nodes for creature movement control — Neural network configuration interface showing a visual diagram of layers and nodes for creature movement control

Evolution - Learning Creatures - Skeletal creature structure evolving through a machine learning simulation at generation thirty-seven — Skeletal creature structure evolving through a machine learning simulation at generation thirty-seven

Evolution - Learning Creatures - A neural network-controlled creature learning to climb a jagged slope in the Evolution app. — A neural network-controlled creature learning to climb a jagged slope in the Evolution app.

Evolution - Learning Creatures - Physics simulation showing a skeletal winged creature learning to fly in generation 242 — Physics simulation showing a skeletal winged creature learning to fly in generation 242

Evolution - Learning Creatures - Interface of Evolution Learning Creatures showing a skeletal creature being built with customized skin features — Interface of Evolution Learning Creatures showing a skeletal creature being built with customized skin features

Description

Use joints, bones and muscles to build creatures that are only limited by your imagination. Watch how the combination of neural networks and an evolutionary algorithm can enable your creatures to learn and improve at their given tasks all on their own. The tasks include running, jumping, climbing and flying. Can you design the ultimate creature that is good at all of the tasks? The latest update allows you to easily share your simulation saves and creature designs with your friends. Note that this is more of a simulation than a game. There are no real objectives. But there is a lot to learn if you are interested in the basics of machine learning and neural networks. You can even look at the source code if you want. There is also a Mac & PC version available for download and a browser version for you to try out on the main project website (keiwando.com/evolution).