Presenter:

Dan Abolafia, Google Brain [PUBS] [SLIDES] [VIDEOS]

Readings:

Primary: Abolafia et al [1], Secondary: [342]

References:

[1342]

[1]   Daniel A. Abolafia, Mohammad Norouzi, and Quoc V. Le. Neural program synthesis with priority queue training. CoRR, arXiv:arXiv:1801.03526, 2018.

[2]   Irwan Bello, Hieu Pham, Quoc V. Le, Mohammad Norouzi, and Samy Bengio. Neural combinatorial optimization with reinforcement learning. CoRR, arXiv:1611.09940, 2016.

[3]   Chen Liang, Jonathan Berant, Quoc Le, Kenneth D. Forbus, and Ni Lao. Neural symbolic machines: Learning semantic parsers on freebase with weak supervision. CoRR, arXiv:1611.00020, 2016.

[4]   Barret Zoph and Quoc V. Le. Neural architecture search with reinforcement learning. In Proceedings of the 5th International Conference on Learning Representations, 2017.