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By leveraging powerful prior knowledge about how the world works, humans can quickly figure out efficient strategies in new and unseen environments.

Currently, even state-of-the-art Reinforcement Learning algorithms typically don’t have strong priors and this is one of the fundamental challenges in current research on Transfer Learning.

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