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Physics Principles And Problems Solutions

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Preview of View Our “One Size Does Not Fit All” Powerpoint Presentation Provided by Dr. David A. Caron
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View Our “One Size Does Not Fit All” Powerpoint Presentation Provided by Dr. David A. Caron (Caron_EPA_HABs_OneSize.pdf)

7.06 MBDavid CaronEN 13 pages
Choosing an appropriate remediation and management approach for water quality requires a tailored strategy considering the system, problem, and desired
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Preview of Mitigating Catastrophic Forgetting in Reinforcement Learning
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Mitigating Catastrophic Forgetting in Reinforcement Learning (1802.07239.pdf)

2.49 MBChristos Kaplanis, Murray Shanahan, Claudia ClopathEN 14 pages
Unlike humans, artificial neural networks suffer from catastrophic forgetting, where new learning erases previously acquired knowledge. We show that a synaptic model with biological complexity can mitigate this issue at multiple timescales. This enables continual learning across...
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