Sentence examples for belief space from inspiring English sources

I was trying to make a point about journalists: that we would not hesitate to ask about a nonmainstream secular belief — space aliens or the danger of immunization — but we tend to back away from matters of religion.

The evaluation compares a "Hidden Information State" POMDP system which uses a hand-crafted compression of the belief space, with the same system instead using an automatically computed belief space compression.

Moreover, DESCA uses various mutation strategies of differential evolution as five knowledge sources in the belief space.

The belief space, over which the value function must be estimated, has dimensionality equal to the number of sufficient statistics.

Our approach, set in the framework of search in the belief space, is based on two main intuitions.

Differential evolution is used as the population space for Cultural Algorithm, and is used to guide knowledge dissemination from the knowledge sources in the belief space.

Automatically computed compressions are a way of introducing automation into the design process of statistical SDSs and promise a principled way of reducing the size of the very large belief spaces which often make POMDP approaches intractable.

The belief state space is introduced to make it only associated with the present belief state space, and not related to the history belief state space.

(3 4), the belief state space can transform the POMDP problem to the Markov chain problem based on the state space.

The POMDP is transformed to the Markov decision process (MDP) [14] based on the belief state space.

This study proposes a MAC protocol (BSPMDP-MAC) for an underwater acoustic sensor network based on the belief state space.