[D] Machine Learning – WAYR (What Are You Reading) – Week 44

This is a place to share machine learning research papers, journals, and articles that you’re reading this week. If it relates to what you’re researching, by all means elaborate and give us your insight, otherwise it could just be an interesting paper you’ve read.

Please try to provide some insight from your understanding and please don’t post things which are present in wiki.

Preferably you should link the arxiv page (not the PDF, you can easily access the PDF from the summary page but not the other way around) or any other pertinent links.

Previous weeks :

1-10	11-20	21-30	31-40	41-50
Week 1	Week 11	Week 21	Week 31	Week 41
Week 2	Week 12	Week 22	Week 32	Week 42
Week 3	Week 13	Week 23	Week 33	Week 43
Week 4	Week 14	Week 24	Week 34
Week 5	Week 15	Week 25	Week 35
Week 6	Week 16	Week 26	Week 36
Week 7	Week 17	Week 27	Week 37
Week 8	Week 18	Week 28	Week 38
Week 9	Week 19	Week 29	Week 39
Week 10	Week 20	Week 30	Week 40

Most upvoted papers two weeks ago:

/u/marcossilva_604: https://arxiv.org/abs/1802.06006.

/u/hohomomo1212: Learning to Play with Intrinsically-Motivated Self-Aware Agents (https://arxiv.org/abs/1802.07442). It is a paper on a form of reinforcement learning without extrinsic rewards. Think of a robot wandering around in the world without being told what to do but instead figuring out what to do by itself using a model of its own abilities. That’s why they call it self-aware. Pretty cool 🙂

Besides that, there are no rules, have fun.