Bringing about rationality: incorporating plans into a BDI agent architecture

机译：带来合理性：将计划整合到BDI代理架构中

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Agents attempt to achieve their intentions through the use of plans, leading to further intentions corresponding to the actions and subgoals of those plans. We extend Rao and Georgeff's logic of belief, desire and intentionwith a logical representation of plans. This representation allows the specification of subgoals, using Segerberg's "bringing it about" modal operator. By using a plan library to semantically restrict an agent's intention-worlds, we define a framework that models the reasoning process of an intention-based autonomous agent. We show that this framework supports several desirable properties involving an agent's commitment to future intentions, based on its available plans.

机译：代理试图通过使用计划来实现其意图，从而导致与这些计划的行动和子目标相对应的进一步意图。我们用计划的逻辑表示来扩展饶和乔治夫的信念，欲望和意图的逻辑。这种表示形式允许使用Segerberg的“带来”模态运算符来指定子目标。通过使用计划库在语义上限制代理的意图世界，我们定义了一个框架，该框架为基于意图的自治代理的推理过程建模。我们显示，此框架基于其可用计划支持了一些理想的属性，这些属性涉及代理对未来意图的承诺。

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来源
《PRICAI'96: Topics in artificial intelligence》|1996年|p.601-612|共12页
会议地点 Cairns(AU);Cairns(AU)
作者
Lawrence Cavedon; Anand Rao;
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原文格式 PDF
正文语种 eng
中图分类自动化技术、计算机技术;
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2. Planning in BDI agents: a survey of the integration of planning algorithms and agent reasoning [J] . Meneguzzi Felipe, De Silva Lavindra The Knowledge Engineering Review . 2015,第1期

机译：BDI代理中的计划：计划算法和代理推理集成的调查
3. EFFECTS OF SOIL INCORPORATION ON THE EFFICACY OF THE RHABDITID NEMATODE, PHASMARHABDITIS HERMAPHRODITA, AS A BIOLOGICAL CONTROL AGENT FOR SLUGS [J] . Wilson MJ, Hughes LA, Hamacher GM, Annals of Applied Biology . 1996,第1期

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4. Bringing about rationality: incorporating plans into a BDI agent architecture [C] . Lawrence Cavedon, Anand Rao Pacific rim international conference on artificial intelligence . 1996

机译：带来理性：将计划纳入BDI代理架构
5. Use of Reinforcement Learning (RL) for plan generation in Belief-Desire-Intention (BDI) agent systems [D] . Feliu, Jose L. 2013

机译：使用增强学习（RL）在信念-愿望-意图（BDI）代理系统中生成计划
6. Towards treatment planning of COVID-19: Rationale and hypothesis for the use of multiple immunosuppressive agents: Anti-antibodies immunoglobulins and corticosteroids [O] . Amene Saghazadeh, Nima Rezaei -1

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7. A hybrid POMDP-BDI agent architecture with online stochastic planning and plan caching [O] . Rens G, Moodley D 2017

机译：具有在线随机计划和计划缓存的混合POMDP-BDI代理架构

Bringing about rationality: incorporating plans into a BDI agent architecture

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