Sentence examples similar to actor architecture from inspiring English sources

Reinforcement learning is applied through Actor-Critic architecture where a separate structure is for both perception (critic) and action (actor).

This Paper investigates the mean to design the reduced order observer and observer based controller for a class of uncertain delayed nonlinear system subjected to actuator saturation using Actor Critic architecture.

The actor-oriented architecture is composed of three elements: (1) actors who have the capabilities and values to self-organize; (2) commons where the actors accumulate and share resources; and (3) protocols, processes, and infrastructures that enable multi-actor collaboration (see Table 2).

The policy is ɛ-greedy and the effect is similar to actor-critic architecture where temporal difference error is back propagated from the critic to the actor.

Based on the reinforcement learning mechanism, the neuro-adaptive control agent is constructed using actor-critic architecture, which consists of two interacting neural networks, one for optimal control protocol, known as the actor NN, and the other for policy evaluation, known as critic NN.

This example includes the core elements of the actor-oriented architecture.

The model was trained using the temporal difference (TD) algorithm and uses an actor-critic architecture.

In the final section, we discuss how to apply the actor-oriented architecture for those organizations wanting to develop their digitally based capabilities.

The actor-critic architecture is based on an iterated quadratic/Lagrange programming maximization algorithm for computing the optimal strategies of the mean variance customer portfolio.

In this paper we propose a novel recurrent reinforcement learning approach for controllable Markov chains that adjusts its policies according to a preprocessing and an actor-critic architecture.

Figure 10A shows the cumulative performance of the Actor-Critic architecture over time (concatenating the trials).