Unifying Model-Free Efficiency and Model-Based Representations via Latent Dynamics

Jashaswimalya Acharjee, Balaraman Ravindran

We present Unified Latent Dynamics (ULD), a novel reinforcement learning algorithm that unifies the efficiency of model-free methods with the representational strengths of model-ba…