r/MachineLearning - [P] GlyphNet: Training neural networks to communicate with a visual language

These are two very cool ideas! Re: continuity, I do wonder if it would be possible to write a custom generator that uses an LSTM to draw lines/curves -- something like sketch-RNN. It would be very interesting to see the results of that. Re: pre-training, I didn't want the language to be influenced by anything besides the constraints of the environment so I didn't consider this. But it is likely that the results would be very fun, especially if the generator was trained to generalize to multiple different writing systems.