Abstractswarm Multi-Agent Modeling and Simulation: 20 Years of Logistics with Agents and Stations
暫譯: 抽象群體多代理建模與模擬：20年的代理與站點物流
Apeldoorn, Daan, Dockhorn, Alexander, Panholzer, Torsten
- 出版商: Springer
- 出版日期: 2026-06-18
- 售價: $2,440
- 貴賓價: 9.5 折 $2,318
- 語言: 英文
- 頁數: 85
- 裝訂: Quality Paper - also called trade paper
- ISBN: 9819591317
- ISBN-13: 9789819591312
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相關分類:
Reinforcement
海外代購書籍(需單獨結帳)
相關主題
商品描述
This book brings together the content that has been created over the past years in the context of AbstractSwarm. AbstractSwarm is a Multi-Agent Modeling and Simulation System for Logistics (and similar) scenarios. The main idea of the system is the strict separation of the scenario modeling ("what to do") and the agent behavior ("how to do it"). This results in a system where agents can in principle be put into arbitrary scenarios for improving the underlying processes. As a consequence, generic agent implementations are needed to cooperate in different kinds of scenarios. This small book is planned on the occasion of the 20th anniversary of AbstractSwarm for 2026 by the organization committee of the AbstractSwarm Multi-Agent Logistics Competition.
After providing some historical notes on the AbstractSwarm modeling and simulation system in Part I, Part II introduces technical aspects of the AbstractSwarm system. Part III concerns the AbstractSwarm Multi-Agent Competition, a competition held for four years (three of them with submissions) for finding the most adaptive agent implementations in the context of the AbstractSwarm system. Finally, Part IV gives an outlook on future work in the context of the AbstractSwarm system.商品描述(中文翻譯)
這本書匯集了過去幾年在 AbstractSwarm 背景下創建的內容。AbstractSwarm 是一個用於物流（及類似）場景的多代理建模與模擬系統。該系統的主要理念是嚴格區分場景建模（「要做什麼」）和代理行為（「如何做」）。這導致了一個系統，代理原則上可以被放入任意場景中，以改善基礎過程。因此，需要通用的代理實現來協作於不同類型的場景。這本小書是為了紀念 AbstractSwarm 於 2026 年的 20 週年而計劃的，由 AbstractSwarm 多代理物流競賽的組織委員會編寫。
在第一部分提供了一些關於 AbstractSwarm 建模與模擬系統的歷史背景後，第二部分介紹了 AbstractSwarm 系統的技術方面。第三部分涉及 AbstractSwarm 多代理競賽，這是一個舉辦了四年的競賽（其中三年有提交作品），旨在尋找在 AbstractSwarm 系統背景下最具適應性的代理實現。最後，第四部分展望了在 AbstractSwarm 系統背景下的未來工作。
作者簡介
Daan Apeldoorn works for the Institute of Medical Biostatistics, Epidemiology and Informatics (IMBEI) at the University Medical Center of the Johannes Gutenberg University Mainz and is a professor of computer science in the dual study program at IU International University of Applied Sciences, Germany. He received his bachelor's degree from Johannes Gutenberg University Mainz, his master's degree from FernUniversität in Hagen and his doctoral degree from TU Dortmund University. His research interests focus on agent-based simulations and knowledge representation in the context of learning agents and decision support systems.
Alexander Dockhorn is an Associate Professor at the Metaverse Lab of the University of Southern Denmark (SDU) in Odense, where he works on artificial intelligence in games and its transfer to broader applications. He earned his B.Sc., M.Sc., and PhD in Computer Science from Otto von Guericke University Magdeburg (OVGU). His postdoctoral work spans Queen Mary University of London and OVGU, followed by a Junior Professorship at Leibniz University Hannover. His current research focuses on the identification and exploitation of abstractions in decision-making agents and decision-support systems for hybrid intelligence.
Torsten Panholzer is Head of the Division of Medical Informatics at the Institute of Medical Biostatistics, Epidemiology and Informatics (IMBEI), a department of the University Medical Center at Johannes Gutenberg University Mainz. He holds a PhD in natural sciences from the Johannes Gutenberg University Mainz. Subsequently, he worked as a Data Processing Analyst and Software Engineer at two Tech firms before joining IMBEI as a Research Associate. His current work focuses on system and data integration, identity management, and artificial intelligence.
作者簡介(中文翻譯)
Daan Apeldoorn 目前在美因茲約翰·古騰堡大學醫學生物統計學、流行病學與資訊學研究所 (IMBEI) 工作，並擔任德國 IU 應用科學國際大學的計算機科學教授。他在約翰·古騰堡大學美因茲獲得學士學位，在哈根遠程大學獲得碩士學位，並在多特蒙德工業大學獲得博士學位。他的研究興趣集中在基於代理的模擬以及在學習代理和決策支持系統中的知識表示。
Alexander Dockhorn 是丹麥南方大學 (SDU) 元宇宙實驗室的副教授，專注於遊戲中的人工智慧及其向更廣泛應用的轉移。他在馬格德堡奧托·馮·圭里克大學 (OVGU) 獲得計算機科學的學士、碩士和博士學位。他的博士後研究涵蓋倫敦女王瑪麗大學和 OVGU，隨後在漢諾威萊布尼茨大學擔任初級教授。他目前的研究重點是識別和利用決策代理和決策支持系統中的抽象概念，以促進混合智能。
Torsten Panholzer 是美因茲約翰·古騰堡大學醫學生物統計學、流行病學與資訊學研究所 (IMBEI) 醫學資訊部門的負責人。他擁有約翰·古騰堡大學美因茲的自然科學博士學位。隨後，他在兩家科技公司擔任數據處理分析師和軟體工程師，然後加入 IMBEI 擔任研究助理。他目前的工作重點是系統和數據整合、身份管理以及人工智慧。
