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Teaching a Neural Network to Play a Game

Watched sentdex channel on youtube where the guy trained a neural net to play GTA5 and that was awesome. I was really curious after watching that whether I could train a NN to play a browser based game. So chose Cricket FRVR on facebook.

https://www.facebook.com/instantgames/327848237954688/

Alt Cricket FRVR Preview

  • Capture training data with 1_CollectTrainingData.py
  • Train the models with 2_TrainModel.py
  • Evaluate the trained model with 3_TestModel.py

Models are defined in the models.py