Collective Intelligence for Deep Learning - A Survey of Recent Developments

Collective Intelligence for Deep Learning - A Survey of Recent Developments

Institute for Pure & Applied Mathematics (IPAM) via YouTube Direct link

Modern Deep Learning requires Engineering

2 of 10

2 of 10

Modern Deep Learning requires Engineering

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Collective Intelligence for Deep Learning - A Survey of Recent Developments

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  1. 1 Advances in Deep Learning
  2. 2 Modern Deep Learning requires Engineering
  3. 3 Cellular Neural Networks (1988)
  4. 4 Neural CA for Self-Classifying MNIST Digits
  5. 5 Neural CA for Minecraft
  6. 6 Self-Assembling Reinforcement Learning Agents
  7. 7 Self-Attention and Self-Organization for adapting to a changing observation space.
  8. 8 Sensory Substitution
  9. 9 Unexpected Generalization Results
  10. 10 Multi-Agent Learning: Larger Population Size (2018)

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