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
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