Regularizing Model-Based Planning with Energy-Based Models

Rinu Boney, Juho Kannala, Alexander Ilin

Abstract: Model-based reinforcement learning could enable sample-efficient learning by quickly acquiring rich knowledge about the world and using it to improve behaviour without additional data. Learned dyna...