Optimization
Links to this note
 Automatic
differentiation
 Cellular automata
as CNNs
 Genetic algorithms
 Gradient descent

Gradient descent for wide twolayer neural networks – I : Global
convergence
 Gradient flow
 Neural network
training
 Notes
on: AIGAs: AIgenerating algorithms, an alternate paradigm for
producing general artificial intelligence by Clune, J.
(2019)
 Notes on:
POET: openended coevolution of environments and their optimized
solutions by Wang, R., Lehman, J., Clune, J., & Stanley, K. O.
(2019)
 Notes on:
The geometry of integration in text classification RNNs by Aitken,
K., Ramasesh, V. V., Garg, A., Cao, Y., Sussillo, D., &
Maheswaranathan, N. (2020)
 Ordinary least
squares
 Program synthesis
 Supervised
learning
 Talk:
Differentiation of blackbox combinatorial solvers

Talk: The Importance of OpenEndedness in AI and Machine
Learning
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