The Role of Pretrained Representations for the OOD Generalization of Reinforcement Learning Agents

Andrea Dittadi, Frederik Träuble, Manuel Wüthrich +7

Building sample-efficient agents that generalize out-of-distribution (OOD) in real-world settings remains a fundamental unsolved problem on the path towards achieving higher-level…