52 citations · 222 across the 17 of their papers we have counts for
Showing 2018Show all
3 papers · 1 filter
cs.LG2018★ 9 cited
Efficient Entropy for Policy Gradient with Multidimensional Action Space
Yiming Zhang, Quan Ho Vuong, Kenny Song +2
In recent years, deep reinforcement learning has been shown to be adept at solving sequential decision processes with high-dimensional state spaces such as in the Atari games. Many…
cs.LG2018★ 2 cited
Supervised Policy Update for Deep Reinforcement Learning
Quan Vuong, Yiming Zhang, Keith W. Ross
We propose a new sample-efficient methodology, called Supervised Policy Update (SPU), for deep reinforcement learning. Starting with data generated by the current policy, SPU formu…
cs.SI2018★ 1 cited
Sensing the Chinese Diaspora: How Mobile Apps Can Provide Insights into Global Migration Flows
Minhui Xue, Xin Yuan, Heather Lee +1
Many countries today have "country-centric mobile apps" which are mobile apps that are primarily used by residents of a specific country. Many of these country-centric apps also in…