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Is There an Integrative Center in the Vertebrate Brain-Stem? A Robotic Evaluation of a Model of the Reticular Formation Viewed as an Action Selection Device

机译:脊椎动物脑干中有整合中心吗?作为动作选择装置的网状编队模型的机器人评估

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摘要

Neurobehavioral data from intact, decerebrate, and neonatal rats suggests that the reticular formation provides a brainstem substrate for action selection in the vertebrate central nervous system. In this article, Kilmer, McCulloch and Blum's (1969) landmark reticular formation model (see also Kilmer, 1997) is described and re-evaluated, both in simulation and, for the first time, as a mobile robot controller. Particular model configurations are found to provide effective action selection mechanisms in a robot survival task using either simulated or physical robots. The model's competence is dependent on the organization of afferents from model sensory systems, and a genetic algorithm search identified a class of afferent configurations which have long survival times. The results support our proposal that the reticular formation evolved to provide effective arbitration between innate behaviors and, with the forebrain basal ganglia, may constitute the integrative, "centrencephalic" core of vertebrate brain architecture. Additionally, the results demonstrate that the Kilmer et al. model provides an alternative form of robot controller to those usually considered in the adaptive behavior literature.
机译:来自完整,无脑和新生大鼠的神经行为数据表明,网状结构为脊椎动物中枢神经系统中的作用选择提供了脑干基质。在本文中,描述了Kilmer,McCulloch和Blum(1969)具有里程碑意义的网状结构模型(另请参见Kilmer,1997),并在仿真中以及作为移动机器人控制器首次对其进行了重新评估。发现特定的模型配置可在使用模拟或物理机器人的机器人生存任务中提供有效的动作选择机制。该模型的能力取决于来自模型感觉系统的传入组织,并且遗传算法搜索确定了一类具有长生存时间的传入构型。结果支持我们的建议,即网状结构演变为在先天行为之间提供有效的仲裁,并与前脑基底神经节一起构成脊椎动物脑结构的整体“中脑”核心。此外,结果表明,Kilmer等人。该模型为自适应行为文献中通常考虑的那些提供了一种替代形式的机器人控制器。

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