Yushuo Li

On the Data-Efficiency with Contrastive Image Transformation in Reinforcement Learning

Data-efficiency has always been an essential issue in pixel-based reinforcement learning (RL). As the agent not only learns decision-making but also meaningful representations from images. The line of reinforcement learning with data augmentation shows significant improvements in sample-efficiency.…