Constraint-Based Agents

Constraint-Based Agents
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基于约束的代理

DOI:
10.1007/3-540-45746-1
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发表时间:
2001
期刊:
--
影响因子:
--
通讯作者:
A. Nareyek
A. Nareyek
中科院分区:
--
文献类型:
--
作者:
A. Nareyek

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近年来,自主智能体已成为一个充满活力的研究和发展课题,引起了各个领域的关注和活跃。基本的智能体概念结合了具有目标导向行为和通信能力的主动自治单元。这本书的重点是自主代理,可以在实时约束和不完全知识下以目标导向的方式行动,处于资源可能受到限制的动态环境中。为了满足如此复杂的需求,作者改进、组合并应用了来自规划、约束规划和局部搜索等领域的结果。所开发的正式框架通过应用于电脑游戏领域进行评估,这非常适合问题背景,因为大多数游戏都是实时播放的,并提供了一个高度互动的环境,其中环境情况变化迅速。
Autonomous agents have become a vibrant research and development topic in recent years attracting activity and attention from various areas. The basic agent concept incorporates proactive autonomous units with goal-directed-behaviour and communication capabilities. The book focuses on autonomous agents that can act in a goal directed manner under real time constraints and incomplete knowledge, being situated in a dynamic environment where resources may be restricted. To satisfy such complex requirements, the author improves, combines, and applies results from areas like planning, constraint programming, and local search. The formal framework developed is evaluated by application to the field of computer games, which fit the problem context very well since most of them are played in real time and provide a highly interactive environment where environmental situations are changing rapidly.
DOI: 10.1016/0004-3702(84)90008-0
发表时间: 1984-01-01
影响因子: 14.4
作者:
ALLEN, JF
通讯作者: ALLEN, JF