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Automatic feature extraction for autonomous general game playing agents

机译:自动普通游戏代理的自动特征提取

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The ubiquity, distribution, and connectedness of contemporary computer systems enable them to provide the services that are required by our information-rich society, but this has come at the expense of a dramatic increase in their size, complexity, and diversity. To provide timely services with required quality, the computer systems must interact with one another and with humans; and characterizing the participants as agents provides a convenient and powerful abstraction for designing and understanding the interactions. Agent technologies thus play essential roles in the design of complex, distributed, and service-oriented systems. The technologies govern the nature and character of the interactions, as well as the means by which the participants comprehend, coordinate, enable, implement, and cause the interactions. The AAMAS 2007 program addresses and advances the theory and practice of all these technologies. >Agents and multiagent systems also introduce a paradigm shift in the waysystems are analyzed, designed, and implemented by conceptualizing the system components as autonomous entities. The paradigm shift in turn addresses complexity, distribution, and interaction. Concepts of agents and multiagent systems are shaping landscapes of basic and applied research, including social simulation, games, pervasive and ubiquitous computing, robotics, user interfaces, computer-mediated collaboration, electronic commerce, information retrieval, education and training, and autonomic computing. All of these research areas are represented in the AAMAS 2007 program. >The Autonomous Agents and Multiagent Systems (AAMAS) conference series brings together researchers from around the world to share the latest advances in the field. It was initiated in 2002 as a merger of three highly successful related events: the International Conference on Autonomous Agents (AGENTS), the International Conference on Multi-Agent Systems (ICMAS), and the International Workshop on Agent Theories, Architectures,and Languages (ATAL). The AAMAS conference series provides a single, high-profile forum for research in the theory and practice of autonomous agents and multiagent systems. AAMAS 2002, the first of the series, was held in Bologna, followed by AAMAS 2003 in Melbourne, AAMAS 2004 in New York, AAMAS 2005 in Utrecht, AAMAS 2006 in Hakodate, and AAMAS 2007 in Honolulu, Hawai'i. >AAMAS 2007 received 531 submissions for the main conference. Each paper was reviewed by at least three program committee members (guided by a senior program committee member). 122 papers were accepted as full 8-page papers, and an additional 131 were accepted as short 3-page papers (acceptance rates of 23% for full papers and 48% overall). Among the most exemplary papers appearing at the conference are the papers nominated for the Best Paper and Best Student Paper awards, and these are listed below. >The AAMAS 2007 program is organized so that all accepted papers, both full length and short, will be presented at poster sessions. Full papers will additionally be presented in oral sessions. We consider poster presentations as an important form of detailed technical exchange. We however believe that oral presentations provide an additional means of exchange, which is of particular importance for younger researchers. >Besides the main conference program, the five-day AAMAS event consists of 8 tutorials, 19 workshops, a main conference track, a separate industry paper track with 10 papers, demonstration sessions with 11 demonstrations, an exhibition, and a doctoral mentoring program with 17 students.
机译:当代计算机系统的泛滥,分布和连接,使他们能够提供我们丰富的社会所需的服务,但这已经牺牲了他们的大小,复杂性和多样性急剧增加。要及时提供所需质量的服务,计算机系统必须与人类相互互动;并表征参与者作为代理商提供了一种方便而强大的抽象来设计和理解互动。因此,代理技术在设计复杂,分布式和面向服务的系统的设计中起重要作用。该技术管理互动的性质和性质,以及参与者理解,协调,使能,实现和导致交互的手段。 AAMAS 2007计划地址和提高所有这些技术的理论和实践。 >代理和多读系统还通过将系统组件作为自主实体概念化,设计和实现,在分析,设计和实现的方式中引入了范式的范式。 。范式转移依次解决了复杂性,分布和交互。代理商和多层系统的概念正在塑造基础和应用研究的景观,包括社会模拟,游戏,普遍和普遍存在的计算,机器人,用户界面,计算机介导的协作,电子商务,信息检索,教育和培训以及自主计算。所有这些研究领域都在AAMAS 2007程序中代表。 >自主代理和多彩系统(AAMAS)会议系列汇集了来自世界各地的研究人员,分享该领域的最新进展。它于2002年开始作为三个高度成功的相关事件的合并:国际自治机构国际会议(代理人),国际多方代商系统(ICMAS)国际会议以及代理理论,架构和语言的国际研讨会( atal)。 AAMAS会议系列为自主代理和多读系统的理论和实践提供了一个单一,高调的研究。该系列的第一个2002年,在博洛尼亚举行,其次是2003年在纽约州的Aamas 2004年在纽约,在乌斯特·2006年在函馆的Aamas 2005中,在Hawai'i檀香山的Aamas 2007中。 > AAMAS 2007收到了主要会议的531份提交。每篇论文至少有三个计划委员会成员(由高级计划委员会成员国)审查。 122篇论文被接受为完整的8页论文,另外131页被接受为短的3页论文(全文的接受率为23%,总体上为48%)。在会议上出现的最具示范性的论文中,是提名的论文,提名为最好的纸张和最佳学生纸张奖,这些论文在下面列出。 > AAMAS 2007计划是组织的,以便所有接受的论文都满长度和短期,将在海报会议上呈现。另外还将在口头会议中呈现全文。我们将海报演示视为详细技术交流的重要形式。然而,我们相信口头介绍提供了额外的交换手段,这对年轻研究人员特别重要。 >除了主要会议计划外,为期五天的Aamas活动包括8个教程,19个研讨会,a主要会议轨道,一个单独的行业纸张跟踪,有10篇论文,演示会议,11个演示,展览,展览会,有17名学生的博士指导计划。

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