Prediction and Control with Temporal Segment Models

Nikhil Mishra, Pieter Abbeel, Igor Mordatch

Abstract: We introduce a method for learning the dynamics of complex nonlinear systems based on deep generative models over temporal segments of states and actions. Unlike dynamics models that operate over i...