In contrast to the tasks explored in many previous relevance experiments, the class of tasks examined in this study is one in which relevance is a time-varying function of the previous and current inputs.
Elastream targets the class of tasks where the input data is composed of large number of sequences that can be processed in parallel.
This will enable modelling a class of tasks from sets of repeated demonstrations of the same task, so that a generalised probabilistic representation is derived to be used for task planning in artificial systems.
Still, the tablet is the missing piece in the scale from pocket to notebook, and the ability to now add 3G connectivity will make this class of device viable for many tasks for which a PC is too much and a smart phone too little.
The delivery task is a typical example of an important class of tasks supporting humans in the smart office.
While LS shows the highest correlation with causal induction by humans, it has been reported that it effectively works in multi-armed bandit problems that form the simplest class of tasks representing the dilemma.
As a widely quoted, more formal definition provided by Mitchell ([107], p. 2), 'A computer program is said to learn from experience E with respect to some class of tasks T and performance measure P, if its performance at tasks in T, as measured by P, improves with experience experience
The facilitation effects we observed, however, suggest that humans learn much more than specific stimulus-response associations, namely that they also learn to extract abstract invariants that are applicable to a broad class of tasks.
The broad class of tasks in genetics and epigenetics can be reduced to the study of various features that are distributed over the genome (genome tracks).
Moreover, the numerical implementation of the stabilized solutions by the Tikhonov regularization method for this class of problems will be a very complex task.
