Sentence examples for recurrent learning from inspiring English sources

We systematically explored a spectrum of normalization algorithms related to Batch Normalization (BN) and propose a generalized formulation that simultaneously solves two major limitations of BN: (1) online learning and (2) recurrent learning.

Networks' parameters are updated according to an autonomous algorithm inspired from the Real Time Recurrent Learning (RTRL).

A modified real-time recurrent learning (RTRL) algorithm of the proposed filter is derived in much more detail.

Considering true values cannot be available at every time step in an online learning algorithm for multi-step-ahead (MSA) forecasts, a MSA reinforced real-time recurrent learning algorithm for recurrent neural networks (R-RTRL NN) is proposed.

The proposed controller design is based on real time recurrent learning (RTRL) algorithm in which the neural network (NN) is trained in real time.

These derivatives are calculated using the forward propagation algorithm, which is considered as an extended version of real time recurrent learning (RTRL).

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.

This paper presents a method to improve power system stability using IPFC based damping online learning recurrent neural network controllers for damping oscillations in a power system.

"From infancy onwards babies must come to grips with a world marked by recurrent time patterns, learning the length of time, or duration, associated with the various actions they experience every day," says Professor Sylvie Droit-Volet, at the Social and Cognitive Psychology Laboratory (Lapsco) at Blaise Pascal University, Clermont Ferrand, France.

An existing machine-learning method called recurrent reinforcement learning (RRL) was chosen as the underlying algorithm for ARL.

We discuss experimental evidence of learning in recurrent play of similar but not identical pure coordination games.