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Policy-Gradient-Network-Arduino

  • Arduino/C++ implementation of Deep Policy Gradient Network with Reward-To-Go policy
  • Custom built deep learning library for embedded controllers with floating point support
  • Forward pass and backpropagation handled by means of custom matrix manipulation libraries written in C++
  • Machine learning implementation close to popular libraries
  • Built as final project for ENM 531: Data Driven Modelling and Probabilistic Scientific Computing course at UPenn
  • Read more about it here
  • Watch demo here.