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Applying Dynamic Conditions to an Auction Behavior-Based Robotic Architecture

机译:将动态条件应用于基于拍卖行为的机器人体系结构

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Robotic systems in the real world will work in dynamic environments and have to choose between multiple, and occasionally conflicting goals. In order to facilitate these two requirements an Auction Behavior-Based Robotic Architecture (ABBRA) was developed that allowed different behaviors to compete by bidding for control of a robot. Each behavior would bid with an activation level calculated from metrics based on the environment. This paper introduces two new features to the Auction Behavior-Based Robotic Architecture, which are the dynamic addition of a goal at run time and the ability to set time constraints on more than one behavior. Dynamic situations may require these new features in order to ensure a strict critical timing and adaptability to the environment. Coupling these two features together with the existing ABBRA system increased the goal selection performance across six test scenarios.
机译:现实世界中的机器人系统将在动态环境中工作,并且必须在多个(有时是相互冲突的)目标之间进行选择。为了满足这两个要求,开发了基于拍卖行为的机器人体系结构(ABBRA),该体系结构允许通过竞购机器人的控制权来竞争不同的行为。每个行为都将使用根据环境根据指标计算得出的激活级别进行出价。本文介绍了基于拍卖行为的机器人体系结构的两个新功能,它们是在运行时动态添加目标以及对多个行为设置时间限制的功能。动态情况可能需要这些新功能,以确保严格的关键时间安排和对环境的适应性。将这两个功能与现有的ABBRA系统结合使用,可以在六个测试场景中提高目标选择的性能。

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