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Emergent Distribution of Computational Workload in the Evolution of an Undulatory Animat

机译:超塑性animat演化中计算工作量的紧急分布

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The coupling between an agent's body and its nervous system ensures that optimal behaviour generation can be undertaken in a specific niche. Depending on this coupling, nervous system or body plan architecture can partake in more or less of the behaviour. We will refer to this as the automatic distribution of computational workload. It is automatic since the coupling is evolved and not pre-specified. In order to investigate this further, we attempt to identify how, in models of undulatory fish, the coupling between body plan morphology and nervous system architecture should emerge in several constrained experimental setups. It is found that neural circuitry emerges minimalistically in all cases and that when certain body segmentation features are not coevolved, the agents exhibit higher levels of neural activity. On account of this, it is suggested that an unconstrained body plan morphology permits greater flexibility in the agent's ability to generate behaviour, whilst, if the body plan is constrained, flexibility is reduced with the result that the nervous system has to compensate.
机译:代理体和神经系统之间的耦合可确保可以在特定的利基中进行最佳行为产生。根据该耦合,神经系统或身体计划架构可以在或多或少地分配这种行为。我们将参考这一致作为计算工作量的自动分配。它是自动的,因为耦合是进化的,而不是预先指定。为了进一步调查这一点,我们试图识别出在过度鱼类的模型中,在几个受约束的实验设置中应该出现身体计划形态和神经系统架构之间的耦合。发现神经电路在所有情况下极简地出现,并且当某些体分割特征不共同时,该试剂表现出更高水平的神经活性。由于这一点,建议不受约束的身体计划形态允许在代理生成行为的能力方面允许更大的灵活性,同时,如果主体计划受到限制,则由于神经系统必须补偿的结果,减少了灵活性。

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