Poster T6 Simple Local Models for Complex Dynamical Systems
Erik Talvitie and Satinder Singh (University of Michigan)

Goal: Learn models of · Large-scale · Stochastic · Partially-observable systems

Arcade Game (1020 states)

Approach: Combine many "local models" that make only restricted predictions to form complete model. Results: · Formalism of "local model" · Learn large-scale model · Empirical comparisons

Learning a model (Arcade Game)