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Evolutionary robotics is an embodied approach to Artificial Intelligence (AI) in which robots are automatically designed using Darwinian principles of natural selection. [1] The design of a robot, or a subsystem of a robot such as a neural controller, is optimized against a behavioral goal (e.g. run as fast as possible).
Other evolutionary forces outside of mutation and natural selection can also play a role or be incorporated into experimental evolution studies, such as genetic drift and gene flow. [3] The organism used is decided by the experimenter, based on the hypothesis to be tested.
Natural selection is the differential survival and reproduction of individuals due to differences in phenotype.It is a key mechanism of evolution, the change in the heritable traits characteristic of a population over generations.
Each round of selection samples mutants on all sides of the starting template (1) and selects the mutant with the highest elevation, thereby climbing the hill. This is repeated until a local summit is reached (2). Directed evolution is a mimic of the natural evolution cycle in a laboratory setting.
A selection of simulated "swimbots" Artificial life (ALife or A-Life) is a field of study wherein researchers examine systems related to natural life, its processes, and its evolution, through the use of simulations with computer models, robotics, and biochemistry. [1]
This work began with the creation of Tierra, a system in which self-replicating machine code programs evolve by natural selection. His work in this field has attracted significant media attention . In 2000, he implemented a new system called Virtual Life, building upon Evolved Virtual Creatures, a concept originally created by Karl Sims. In ...
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Second Life – a multi-user virtual community without a specific objective or traditional gaming mechanisms, created and designed by Linden Lab in 2003. Shenmue – an open world video game series that simulates life in Japan and China in the 1980s. [19] Wall Street Kid – a life simulation about balancing love with high finance
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