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Evolving collective behaviours in simulated kilobots
(Association for Computing Machinery, 2018-04-09)
The field of Evolutionary Robotics has multiple common tasks and widely used benchmark activities such as navigation, obstacle avoidance, and phototaxis. We present an evolutionary approach to learning behaviours that ...
Identifying the reality gap between abstract and realistic models using evolved agents and simulated kilobots
A common challenge in evolutionary swarm robotics is the transfer of simulated results into real-world applications. This difficulty can arise in a variety of real-world settings and problems such as sensory differences in ...