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An implementation of the paper "Tracking the World State with Recurrent Entity Networks" - https://openreview.net/pdf?id=rJTKKKqeg

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Recurrent-Entity-Networks

An implementation of the paper "Tracking the World State with Recurrent Entity Networks" - https://openreview.net/pdf?id=rJTKKKqeg

The model is the first to solve all of the bAbI tasks and so represents an important step in the path to building machines capable of reasoning.

Diagram of recurrent entity network

Dependencies

Theano, Numpy, Lasagne (this is just for ADAM and could be easily replaced)

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An implementation of the paper "Tracking the World State with Recurrent Entity Networks" - https://openreview.net/pdf?id=rJTKKKqeg

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