Learning Generalizable Agents via Saliency-Guided Features Decorrelation

Sili Huang, Yanchao Sun, Jifeng Hu +5

In visual-based Reinforcement Learning (RL), agents often struggle to generalize well to environmental variations in the state space that were not observed during training. The var…