机器学习人工学weekly-2018/4/21

1. Michael Jordan大神给目前的AI热潮降温

Artificial Intelligence — The Revolution Hasn’t Happened Yet

链接：https://medium.com/@mijordan3/artificial-intelligence-the-revolution-hasnt-happened-yet-5e1d5812e1e7

2. 打脸RNN/LSTM，鼓吹attention

The fall of RNN / LSTM

链接：https://towardsdatascience.com/the-fall-of-rnn-lstm-2d1594c74ce0

3. 决策树类模型的解释性

Interpretable Machine Learning with XGBoost

链接：https://towardsdatascience.com/interpretable-machine-learning-with-xgboost-9ec80d148d27

4. 上手实现world model

Hallucinogenic Deep Reinforcement Learning Using Python and Keras

链接：https://medium.com/applied-data-science/how-to-build-your-own-world-model-using-python-and-keras-64fb388ba459

5. word embedding也会有bias

Text Embedding Models Contain Bias. Here's Why That Matters

链接：https://developers.googleblog.com/2018/04/text-embedding-models-contain-bias.html

6. 重现Uber的论文：用遗传算法训练RL的神经网络

Paper Repro: Deep Neuroevolution

链接：https://towardsdatascience.com/paper-repro-deep-neuroevolution-756871e00a66

7. BAIR博客：人机组合RL控制

Shared Autonomy via Deep Reinforcement Learning

链接：http://bair.berkeley.edu/blog/2018/04/18/shared-autonomy/

8. 推荐引擎产品/开源项目列表

链接：https://github.com/grahamjenson/list_of_recommender_systems?utm_campaign=Data_Elixir&utm_medium=email&utm_source=Data_Elixir_178