Title :
Probabilistic reasoning in a distributed multi-agent environment
Author :
Wong, S.K.M. ; Butz, C.J.
Author_Institution :
Dept. of Comput. Sci., Regina Univ., Sask., Canada
Abstract :
In this paper, a model is proposed for multi-agent probabilistic reasoning in a distributed environment. Unlike other methods, this model is capable of processing input in a truly asynchronous fashion. Asynchronous control protocols and a method for processing evidence are developed to ensure global consistency at all times. The proposed system then extends beyond an interpretive system since the now well-defined concept of a distributed request can be introduced. Techniques are also suggested to reduce data transmission in answering this type of request
Keywords :
cooperative systems; distributed processing; inference mechanisms; software agents; uncertainty handling; asynchronous control protocols; asynchronous processing; data transmission; distributed multi-agent environment; distributed request; evidence processing; global consistency; probabilistic reasoning; Access protocols; Computer science; Control systems; Data communication; Environmental management; Knowledge management; Multiagent systems; Probability distribution; Uncertainty;
Conference_Titel :
Multi Agent Systems, 1998. Proceedings. International Conference on
Conference_Location :
Paris
Print_ISBN :
0-8186-8500-X
DOI :
10.1109/ICMAS.1998.699218