Rylan Schaeffer

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8 September 2022

Paper Summary - "Complementary Learning Systems Theory Updated"

by Rylan Schaeffer

The below are my notes on Kumaran, Hassabis and McClelland’s paper What Learning Systems do Intelligent Agents Need? Complementary Learning Systems Theory Updated.

Summary

Why are two learning systems necessary?

Replay of Hippocampal Memories

Systems-Level Consolidation vs Within-System Consolidation

Important Modifications to Complementary Learning Systems Theory

tags: machine-learning - neuro-ai - neuroscience - memory