add (TensorFlowKR#9)

Add some of mine implementations.

Author: ppwwyyxx

README.md

@@ -49,9 +49,16 @@
 * [[paper](http://arxiv.org/pdf/1508.06615v4.pdf)]
 
 #### Deep Reinforcement Learning
-* Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Alex Graves, Ioannis Antonoglou, Daan Wierstra, Martin Riedmiller, NIPS, 2013
-* [[code](https://github.com/nivwusquorum/tensorflow-deepq)]
-* [[paper](http://arxiv.org/abs/1312.5602)]
+##### Human-level control through deep reinforcement learning
+* Volodymyr Mnih,	et al, 2014
+* [[code1](https://github.com/nivwusquorum/tensorflow-deepq)], not trained on atari
+* [[code2](https://github.com/ppwwyyxx/tensorpack/tree/master/examples/Atari2600)]
+* [[paper](http://www.nature.com/nature/journal/v518/n7540/full/nature14236.html)]
+
+##### Deep Reinforcement Learning with Double Q-learning
+* Hado van Hasselt, Arthur Guez, David Silver, 2015
+* [[code](https://github.com/ppwwyyxx/tensorpack/tree/master/examples/Atari2600)]
+* [[paper](http://arxiv.org/abs/1509.06461)]
 
 #### Using Deep Q-Network to Learn How To Play Flappy Bird
 * Kevin Chen, Deep Reinforcement Learning for Flappy Bird, Report from http://cs229.stanford.edu/ 2015 project
@@ -71,17 +78,22 @@
  * [[paper](http://emnlp2014.org/papers/pdf/EMNLP2014181.pdf)]
  * [[Additional Material](http://www.wildml.com/2015/12/implementing-a-cnn-for-text-classification-in-tensorflow/)]
 
-### Deep Residual Learning for Image Recognition
+#### Deep Residual Learning for Image Recognition
  * K He, X Zhang, S Ren, J Sun
  * [[code](https://github.com/ppwwyyxx/tensorpack/tree/master/examples/ResNet)] for cifar10
  * [[paper1](http://arxiv.org/abs/1512.03385)], [[paper2](http://arxiv.org/abs/1603.05027)]
 
-### colornet - Neural Network to colorize grayscale images
+#### colornet - Neural Network to colorize grayscale images
  * pavelgonchar
  * [[github page](https://github.com/pavelgonchar/colornet)]
  * [[paper1 - Hypercolumns for Object Segmentation and Fine-grained Localization](http://arxiv.org/pdf/1411.5752v2.pdf)]
  * [[paper2 - VERY DEEP CONVOLUTIONAL NETWORKS FOR LARGE-SCALE IMAGE RECOGNITION](http://arxiv.org/pdf/1409.1556.pdf)]
  * [[explanation](http://tinyclouds.org/colorize/)]
+ 
+#### DoReFa-Net: Training Low Bitwidth Convolutional Neural Networks with Low Bitwidth Gradients
+ * Shuchang Zhou, Zekun Ni, Xinyu Zhou, He Wen, Yuxin Wu, Yuheng Zou, 2016
+ * [[code](https://github.com/ppwwyyxx/tensorpack/tree/master/examples/DoReFa-Net)]
+ * [[paper](http://arxiv.org/abs/1606.06160)]
 
 ### A Neural Algorithm of Artistic Style
  * Leon A. Gatys, Alexander S. Ecker, Matthias Bethge