Researchers from the Okinawa Institute of Science and Technology in Japan turned to robots to study evolution and understand how different behavioural strategies develop within a population.
Researcher Stefan Elfwing programmed a small colony of Cyber Rodent robots, which have two wheels, a camera to detect batteries and other robots, electrode teeth to recharge from batteries, and an infrared port for 'mating,' which is to copy their 'genes' or the essential parameters of the programme.
The experiments were run in computer simulation to observe the evolutionary process over 1,000 generations in each experiment.
In the situation when both a battery and the tail of another robot are visible, two main phenotypes in mating strategies emerged: first, a Forager that only went for the battery and would never wait for the partner to turn around for mating.
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It would only mate when it saw the face of a potential mate.
Second, a Tracker that would wait for the mating partner to turn around for mating.
By running experiments with different ratios of the phenotypes, he further showed that there was a stable mixture ratio of 25 per cent Foragers and 75 per cent Trackers.
The evolution of two distinct mating strategies is similar to what is seen in the wild. In some experiments, only one strategy would evolve in the population.
However, in the experiments where polymorphic populations evolved, the robots had some of the highest fitness, or fastest reproduction, out of all of the experiments.
"In this experiment, our robots were hermaphrodites, all robots mate and can produce offspring. In the next stage, we want to see if the robots will take on male and female roles, by taking different risks and costs in reproduction," Elfwing said.
"The behaviour exhibited by the two strategies, Forager and Tracker, may be a precursor to the adoption of distinct genders," Elfwing added.