Exploring Hypernetworks for Continual Reinforcement Learning

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Lifelong learning is a complex topic in machine learning, whether in combination with reinforce- ment learning or other learning methods. There are different approaches for this and one of them are hypernetworks. Hypernetworks have the advantage of having a very large ability to preserve past memories. Recent work attempts to demonstrate the learning ability of multiple tasks with a hypernetwork such as in the combination of reinforcement learning.

Python continual le... reinforcemen... hypernetworks PyTorch deep learning

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February 06, 2024

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