Title :
Declarative representations of multiagent systems
Author :
Singh, Munindar P. ; Huhns, Michael N. ; Stephens, Larry M.
Author_Institution :
Microelectron. & Comput. Technol. Corp., Austin, TX, USA
fDate :
10/1/1993 12:00:00 AM
Abstract :
This paper explores the specification and semantics of multiagent problem-solving systems, focusing on the representations that agents have of each other. It provides a declarative representation for such systems. Several procedural solutions to a well-known test-bed problem are considered, and the requirements they impose on different agents are identified. A study of these requirements yields a representational scheme based on temporal logic for specifying the acting, perceiving, communicating, and reasoning abilities of computational agents. A formal semantics is provided for this scheme. The resulting representation is highly declarative, and useful for describing systems of agents solving problems reactively
Keywords :
cooperative systems; knowledge representation; problem solving; temporal logic; computational agents; declarative representations; distributed artificial intelligence; formal semantics; formal specifications; knowledge representation; multiagent systems; problem-solving systems; procedural solutions; reasoning abilities; temporal logic; Artificial intelligence; Competitive intelligence; Computational and artificial intelligence; Formal specifications; Intelligent agent; Logic; Multiagent systems; Object oriented modeling; Problem-solving; System testing;
Journal_Title :
Knowledge and Data Engineering, IEEE Transactions on