Probabilistic reasoning in a distributed multi-agent environment

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.