Sentence examples for sampling agent from inspiring English sources

In contrast, the Thompson sampling agent is obtained when β=α.

Of course, the Thompson sampling agent will not achieve the same expected utility as the perfectly rational agent.

From Equation (17) we can derive both the perfectly rational decision-maker and the Thompson sampling agent.

A Thompson sampling agent first samples a random belief and then chooses the best prediction with respect to this belief.

Consider a Thompson sampling agent that uses the beliefs outlined in Figure 2 that runs a single experiment.

The Thompson sampling agent is therefore the agent that can solve the optimization problem of Equation (16) for a given α with the least amount of samples.

In order to reproduce the joint probabilistic distribution of such group of factors after bulk samplings, the sampling agents have to be simulated based on the joint probabilistic distribution.

Thompson sampling agents have uncertainty over their policy, which is a natural phenomenon that arises whenever there are not enough computational resources to apply the maximum expected utility principle to single out a unique optimal policy.

A generalized Thompson-sampling agent can be thought of as a probabilistic superposition of models θ, where each model θ is characterized by a likelihood model P(o t |θ,a≤t,o

After reading the luciferase activity, NuPAGE sample reducing agent and sample buffer (Invitrogen) were added to aliquots of cell lysates.

Protein samples were prepared by combining lysates with NuPAGE Sample Reducing Agent, NuPAGE LDS Sample Buffer, and nuclease-free water (Life Technologies) and then boiling for 5 minutes at 100 °C.