To provide a method for predicting poses associated with a user in a Virtual Reality, etc.SOLUTION: A method includes: receiving a request for a head pose prediction for an augmented reality experience; identifying a positional indicator and a rotational indicator associated with the augmented reality experience; and providing the positional indicator and the rotational indicator to a Recurrent Neural Network (RNN) comprising a plurality of cells. The RNN may include a plurality of recurrent steps that each include at least one of the plurality of cells and at least one fully connected layer. At least some of the plurality of cells are associated with a historical time period. The RNN may be used to generate pose prediction corresponding to head pose changes for the augmented reality experience for at least one upcoming time period, provide the at least one pose prediction in response to the request and trigger display of augmented reality content based on the pose prediction.SELECTED DRAWING: Figure 10
POSE PREDICTION WITH RECURRENT NEURAL NETWORKS