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Reproducing the reinforcement learning models used in "Emergence of Linguistic Communication from Referential Games with Symbolic and Pixel Input"

License: MIT License

Python 100.00%
keras python reinforcement-learning tensorflow

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emergent_comm_rl's Issues

Convergence on ViSA dataset

Hi,

Firstly, really nice code base for the paper. But for the current setup, does it converge with ViSA dataset? I even tried to change code to incorporate larger batch size but it won't converge to a good policy.
Please let me know if there are some modifications you had in mind or some insights from experiments done. Also, is having message length more than 1 essential for successful communication?

Thanks

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