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arXiv (Cornell University)· 2016· Preprint

Progressive Neural Networks

Andrei A. Rusu, Neil C. Rabinowitz, Guillaume Desjardins, Hubert Soyer et al.

Short summary

Progressive networks, a novel architecture, overcome catastrophic forgetting and leverage prior knowledge through lateral connections, outperforming pretraining/finetuning baselines on reinforcement learning tasks.

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Field: Statistical and Nonlinear Physics

Statistical and Nonlinear PhysicsPhysics and Astronomy