356 citations · 1k across the 31 of their papers we have counts for
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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…