Yuhao Zhou

ZhuSuan: A Library for Bayesian Deep Learning

2017 · arXiv (Cornell University)

In this paper we introduce ZhuSuan, a python probabilistic programming library for Bayesian deep learning, which conjoins the complimentary advantages of Bayesian methods and deep learning. ZhuSuan is built upon Tensorflow. Unlike existing deep learning …

Neural Graph Evolution: Towards Efficient Automatic Robot Design

2019 · arXiv (Cornell University)

Despite the recent successes in robotic locomotion control, the design of robot relies heavily on human engineering. Automatic robot design has been a long studied subject, but the recent progress has been slowed due to …