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add figures
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LantaoYu committed Sep 21, 2016
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nltk python package

## Introduction
< img src=https://github.com/LantaoYu/SeqGAN/blob/master/figures/seqgan.pdf width=600/>
![](https://github.com/LantaoYu/SeqGAN/blob/master/figures/seqgan.pdf)
The illustration of SeqGAN. Left: D is trained over the real data and the generated data by G. Right: G is trained by policy gradient where the final reward signal is provided by D and is passed back to the intermediate action value via Monte Carlo search.

For full information, see the paper:
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Note: this code is based on the [previous work by ofirnachum](https://github.com/ofirnachum/sequence_gan). Many thanks to [ofirnachum](https://github.com/ofirnachum).

After running the experiments, the learning curve should be like this:
< img src=https://github.com/LantaoYu/SeqGAN/blob/master/figures/learning_curve.pdf width=600/>
![](https://github.com/LantaoYu/SeqGAN/blob/master/figures/learning_curve.pdf)

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