Phanideep Gampa

Factorizing Declarative and Procedural Knowledge in Structured, Dynamical Environments

Modeling a structured, dynamic environment like a video game requires keeping track of the objects and their states (declarative knowledge) as well as predicting how objects behave (procedural knowledge). Black-box models with a monolithic hidden state often fail to apply procedural knowledge consis…