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Reasoning About Risk in Agent's Deliberation Process: A Jadex Implementation

机译:代理人协商过程中的风险推理:一个Jadex实现

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Autonomous agents and multi-agent systems have been proved to be useful in several safety-critical applications. However, in current agent architectures (particularly BDI architectures) the deliberation process does not include any form of risk analysis. In this paper, we propose guidelines to implement Tro-pos Goal-Risk reasoning. Our proposal aims at introducing risk reasoning in the deliberation process of a BDI agent so that the overall set of possible plans is evaluated with respect to risk. When the level of risk results too high, agents can consider and introduce additional plans, called treatments, that produce an overall reduction of the risk. Side effects of treatments are also considered as part of the model. To make the discussion more concrete, we illustrate the proposal with a case study on the Unmanned Aerial Vehicle agent.
机译:自治代理和多代理系统已被证明在一些安全关键应用中很有用。但是,在当前的代理体系结构(尤其是BDI体系结构)中,审议过程不包括任何形式的风险分析。在本文中,我们提出了实施Tro-pos目标风险推理的指南。我们的建议旨在在BDI代理人的审议过程中引入风险推理,以便针对风险评估整个可能的计划。当风险水平过高时,代理商可以考虑并引入称为治疗的其他计划,这些计划可以全面降低风险。治疗的副作用也被视为模型的一部分。为了使讨论更加具体,我们以无人驾驶飞机特工为例,说明了该建议。

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