Continual learning with tiny episodic memories
In continual learning (CL), an agent learns from a stream of tasks leveraging prior experience to transfer knowledge to future tasks. It is an ideal framework to decrease the amount of supervision in the existing learning algorithms. But for a successful knowledge transfer, the learner needs to reme...
| Main Authors: | , , , , , , |
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| Format: | Conference item |
| Published: |
2019
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