CURLing the Dream: Contrastive Representations for World Modeling in Reinforcement Learning

Victor Augusto Kich, Jair Augusto Bottega, Raul Steinmetz +3

In this work, we present Curled-Dreamer, a novel reinforcement learning algorithm that integrates contrastive learning into the DreamerV3 framework to enhance performance in visual…