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what the 'start state s0' exactly is? #41

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shaomai00 opened this issue Jan 11, 2018 · 1 comment
Open

what the 'start state s0' exactly is? #41

shaomai00 opened this issue Jan 11, 2018 · 1 comment

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@shaomai00
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I saw 'generate a sequence from the start state s0 to maximize its expected end reward ...' in the paper. I'm wondering what the s0 exactly mean? In the code, I see the START_TOKEN=0 and h0=zeros,which one is start state?

@EternalFeather
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EternalFeather commented Jan 11, 2018

@shaomai00 I think START_TOKEN here is the first input to generator's LSTM model and furthermore h0 represents the initialization of hidden state and cell state in LSTM structure.

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