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matlab-TD-kwta
python-TD-kwta-puddleworld
README.md

README.md

deeptd

Matlab codes for solving the following tasks using the k-winner-take-all neural network architecture: Control tasks:

  • Puddle World
  • Mountain Car
  • Acrobot task

The codes also include:

  • Regular back-propogation (1 hidden layer without sparse coding)
  • Linear (no hidden layer)
  • Q-table architectures.