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On the importance of exploration for generalization in reinforcement learning
Existing approaches for improving generalization in deep reinforcement learning (RL) have
mostly focused on representation learning, neglecting RL-specific aspects such as …
mostly focused on representation learning, neglecting RL-specific aspects such as …
The generalization gap in offline reinforcement learning
I Mediratta, Q You, M Jiang, R Raileanu - ar** AI that can learn to select actions in the world. One key question in RL is how an …