Finite Automata Extraction: Low-data World Model Learning as Programs from Gameplay Video

Dave Goel, Matthew Guzdial, Anurag Sarkar

World models are defined as a compressed spatial and temporal learned representation of an environment. The learned representation is typically a neural network, making transfer of…