Chosen paper

A Brief Survey of Deep Reinforcement Learning, Kai Arulkumaran, Marc Peter Deisenroth, Miles Brundage, Anil Anthony Bharath

Other suggestions

Methodologies for Cross-Domain Data Fusion: An Overview, Yu Zheng [pdf]
Transitive Invariance for Self-supervised Visual Representation Learning, Xiaolong Wang, Kaiming He, Abhinav Gupta
An overview of gradient descent optimization algorithms, Sebastian Ruder
Engineering Efficient and Effective Non-Metric Space Library, Leonid Boytsov and Bilegsaikhan Naidan