jarbus / evo

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todo: compare network outputs for different trade obs #54

Closed jarbus closed 1 year ago

jarbus commented 1 year ago

model size makes network less variable w.r.t. inputs small models will change outputs much more than large models, large models do the same action every step where small models do not

jarbus commented 1 year ago

try the variance of 1/Ni

jarbus commented 1 year ago

using a custom glorot_normal initializer that matches the paper. also, I was generating parameters sampling 1xlength glorot_normal vectors, but that yields different metrics than something like sqrt(length)xsqrt(length)

this yields diverse argmax