Sentence examples for maximize a reward from inspiring English sources

A reinforcement learner controls eye velocity so as to maximize a reward signal based on the efficiency of the encoding.

The goal of the RL method is to maximize a reward, which is an evaluative feedback from the environment.

In these algorithms, control actions are chosen to maximize a reward that depends on the product of link rates and queue lengths.

We propose a novel approach to maximize a PU reward and to maintain QoS for the PUs and for the different classes of SUs.

Commercial foods are professionally designed to maximize reward, because reward is precisely what keeps you coming back for more.

In this case, the objective contains two parts: one is to maximize an expected terminal reward, and the other to minimize a square criterion on the control strategy (v_{cdot}), which is to prevent it from large deviation.

These neural "prediction errors" guide learning and maximize an agent's reward over time (Dayan & Balleine, 2002; Montague, King-Casas, & Cohen, 2006; Sutton & Barto, 1998), and anomalies in value-guided decisions have been implicated in psychiatric conditions including depression and substance dependence (Chiu & Deldin, 2007; Chiu, Lohrenz, & Montague, 2008).

Another linear program gives the policy that maximizes an unconstrained undiscounted reward (Manne 1960).

Our framework utilizes the spatio-temporal statistical properties of an observed phenomena, with the goal of maximizing an application-specified reward.

The policy that maximizes an expected discounted reward over an infinite horizon, such as the net present value of the timber income, without any other constraint, is found by solving the following linear programming program, originally due to d'Epenoux (1963).

Finally, the proposed DRL is implemented along with the synchronization seeking process of the pinning reward, to maximize the global reward and achieve an optimal solution for a DC microgrid.