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deepAI Implementation of a Deep Active Inference agent, accompagnying the article “Deep Active Inference” (Citation as published). The code depends on Python 2.7 and Theano for tensor operations.

To install the required components on Ubuntu, you can follow:

To sample from the trained model saved in deepAI_demo_best.pkl, just run python

To train a new agent, run python

To plot the progress, run python

To sample from the trained model, run python

The scripts to directly reproduce all figures in the paper are in the ./figures/ subfolder.