Lifelong reinforcement learning with modulating masks

Lifelong learning aims to create AI systems that continuously and incrementally learn during a lifetime, similar to biological learning. Attempts so far have met problems, including catastrophic forgetting, interference among tasks, and the inability to exploit previous knowledge. While considerable...

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Bibliographic Details
Main Authors: Eseoghene Ben-Iwhiwhu, Saptarshi Nath, Praveen Pilly, Soheil Kolouri, Andrea Soltoggio
Format: Default Article
Published: 2023
Subjects:
Machine Learning
Artificial Intelligence
Online Access:https://hdl.handle.net/2134/23613474.v1
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