Sentence examples for maximize expected reward from inspiring English sources

The goal of this learning is to derive a control policy for the agents' state-space, which allows it to maximize expected reward, as in the solution of the Bellman equation [22].

We conclude that the movement planning system fails to maximize expected reward in planning sequences of as few as two movements and discuss possible interpretations drawn from economic theory.

Then, based on the sensing result, the immediate reward will be compared with the maximal expected reward.

Why choose acts that maximize expected utility?

The ability to maximize expected value improved with age.

Results inform decisions about when, where, and how to incorporate the changeability that maximizes expected life cycle rewards.

In this section, we consider the cross-layer policy design of the channel access and transmission rate adaptation where each CR user aims at maximizing expected long-term average reward under power constraint.

Traditionally inventory management models have focused on risk-neutral decision making with the objective of maximizing the expected rewards or minimizing costs over a specified time horizon.

Traditionally, the optimization of an agent's behaviour is formulated as maximizing value or expected reward or utility or [1] [8].

We use the terms "gain" and "reward" interchangeably, and we used the terms "optimal" and "ideal" to describe behavior maximizing expected gain.

The optimal decision maximizes expected utility.