Definition
Agent theory provides the basis for a novel paradigm of computation. While agent-based computing (or simply, agent system) has several roots as far as its concepts, models, and enabling technologies are concerned, there is a general consensus about its two main abstractions (Wooldridge 2009; Luck et al. 2005; Shoham and Leyton-Brown 2009):
An agent is a computational system that is situated in an unpredictable, dynamic environment where it is capable of exhibiting autonomous and intelligent behavior.
An agent’s environment typically includes also other agents with diverging information and/or interests. The community of interacting agents, as a whole, operates as a multi-agent system (MAS) that can solve such complex problems that are beyond the limits of individual agents.
Theory and Application
History
The theory of computational agents goes back at least a quarter of a century when...
References
Axelrod R (2006) The evolution of cooperation, Rev edn. Basic Books, Cambridge
Bordini RH, Dastani M, Dix J, El Fallah SA (eds) (2009) Multi-agent programming: languages, platforms tools and applications. Springer, New York
FIPA: Foundation for Intelligent Physical Agents. www.fipa.org. Accessed 20 June 2013
Gilbert N (2008) Agent-based models. Sage, Thousand Oaks
Hatvany J (1985) Intelligence and cooperation in heterarchic manufacturing systems. Comput Integr Manuf Syst 2(2):101–104
Jennings NR (2001) An agent-based approach for building complex software systems. Commun ACM 44(4):35–41
Lu SY-C, Elmaraghy W, Schuh G, Wilhelm R (2007) A scientific foundation of collaborative engineering. CIRP Ann Manuf Technol 56(2):605–634
Luck M, McBurney P, Shehory O, Willmott S (2005) Agent technology: computing as interaction. A roadmap for agent-based computing. AgentLink III. http://www.agentlink.org/roadmap/al3rm.pdf. Accessed 20 June 2013
Monostori L, Váncza J, Kumara SRT (2006) Agent-based systems for manufacturing. CIRP Ann Manuf Technol 55(2):697–720
Russell S, Norvig P (1995) Artificial intelligence: a modern approach. Prentice Hall, Upper Saddle River
Shen W, Hao Q, Yoon H-J, Norrie DH (2006) Applications of agent-based systems in intelligent manufacturing: an updated review. Adv Eng Inform 20(4):415–431
Shoham Y, Leyton-Brown K (2009) Multiagent systems: algorithmic, game-theoretic, and logical foundations. Cambridge University Press, Cambridge, UK
Ueda K, Márkus A, Monostori L, Kals HJJ, Arai T (2001) Emergent synthesis methodologies for manufacturing. CIRP Ann Manuf Technol 50(2):535–551
Váncza J, Monostori L, Lutters D, Kumara SRT, Tseng M, Valckenaers P, Van Brussel H (2011) Cooperative and responsive manufacturing enterprises. CIRP Ann Manuf Technol 60(2):797–820
Wooldridge M (2009) An introduction to multiagent systems, 2nd edn. Wiley
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Váncza, J. (2016). Agent Theory. In: The International Academy for Produ, Laperrière, L., Reinhart, G. (eds) CIRP Encyclopedia of Production Engineering. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-35950-7_16702-5
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DOI: https://doi.org/10.1007/978-3-642-35950-7_16702-5
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